schain Commit - r1564:d1f6bedb3696 · Jicamarca Repository

Fix support for ZMQ in VoltageReader

Juan C. Espinoza -

r1564:d1f6bedb3696

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r1564:d1f6bedb3696

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schainpy/controller.py +3 -1

             # Copyright (c) 2012-2020 Jicamarca Radio Observatory
             # All rights reserved.
             #
             # Distributed under the terms of the BSD 3-clause license.
             """API to create signal chain projects
             The API is provide through class: Project
             """
             import re
             import sys
             import ast
             import datetime
             import traceback
             import time
             import multiprocessing
             from multiprocessing import Process, Queue
             from threading import Thread
             from xml.etree.ElementTree import ElementTree, Element, SubElement
             from schainpy.admin import Alarm, SchainWarning
             from schainpy.model import *
             from schainpy.utils import log
             if 'darwin' in sys.platform and sys.version_info[0] == 3 and sys.version_info[1] > 7:
                 multiprocessing.set_start_method('fork')
             class ConfBase():
                 def __init__(self):
                     self.id = '0'
                     self.name = None
                     self.priority = None
                     self.parameters = {}
                     self.object = None
                     self.operations = []
                 def getId(self):
                     return self.id
                 def getNewId(self):
                     return int(self.id) * 10 + len(self.operations) + 1
                 def updateId(self, new_id):
                     self.id = str(new_id)
                     n = 1
                     for conf in self.operations:
                         conf_id = str(int(new_id) * 10 + n)
                         conf.updateId(conf_id)
                         n += 1
                 def getKwargs(self):
                     params = {}
                     for key, value in self.parameters.items():
                         if value not in (None, '', ' '):
                             params[key] = value
                     return params
                 def update(self, **kwargs):
                     for key, value in kwargs.items():
                         self.addParameter(name=key, value=value)
                 def addParameter(self, name, value, format=None):
                     '''
                     '''
                     if isinstance(value, str) and re.search(r'(\d+/\d+/\d+)', value):
                         self.parameters[name] = datetime.date(*[int(x) for x in value.split('/')])
                     elif isinstance(value, str) and re.search(r'(\d+:\d+:\d+)', value):
                         self.parameters[name] = datetime.time(*[int(x) for x in value.split(':')])
                     else:
                         try:
                             self.parameters[name] = ast.literal_eval(value)
                         except:
                             if isinstance(value, str) and ',' in value:
                                 self.parameters[name] = value.split(',')
                             else:
                                 self.parameters[name] = value
                 def getParameters(self):
                     params = {}
                     for key, value in self.parameters.items():
                         s = type(value).__name__
                         if s == 'date':
                             params[key] = value.strftime('%Y/%m/%d')
                         elif s == 'time':
                             params[key] = value.strftime('%H:%M:%S')
                         else:
                             params[key] = str(value)
                     return params
                 def makeXml(self, element):
                     xml = SubElement(element, self.ELEMENTNAME)
                     for label in self.xml_labels:
                         xml.set(label, str(getattr(self, label)))
                     for key, value in self.getParameters().items():
                         xml_param = SubElement(xml, 'Parameter')
                         xml_param.set('name', key)
                         xml_param.set('value', value)
                     for conf in self.operations:
                         conf.makeXml(xml)
                 def __str__(self):
                     if self.ELEMENTNAME == 'Operation':
                         s = '  {}[id={}]\n'.format(self.name, self.id)
                     else:
                         s = '{}[id={}, inputId={}]\n'.format(self.name, self.id, self.inputId)
                     for key, value in self.parameters.items():
                         if self.ELEMENTNAME == 'Operation':
                             s += '    {}: {}\n'.format(key, value)
                         else:
                             s += '  {}: {}\n'.format(key, value)
                     for conf in self.operations:
                         s += str(conf)
                     return s
             class OperationConf(ConfBase):
                 ELEMENTNAME = 'Operation'
                 xml_labels = ['id', 'name']
                 def setup(self, id, name, priority, project_id, err_queue):
                     self.id = str(id)
                     self.project_id = project_id
                     self.name = name
                     self.type = 'other'
                     self.err_queue = err_queue
                 def readXml(self, element, project_id, err_queue):
                     self.id = element.get('id')
                     self.name = element.get('name')
                     self.type = 'other'
                     self.project_id = str(project_id)
                     self.err_queue = err_queue
                     for elm in element.iter('Parameter'):
                         self.addParameter(elm.get('name'), elm.get('value'))
                 def createObject(self):
                     className = eval(self.name)
                     if 'Plot' in self.name or 'Writer' in self.name or 'Send' in self.name or 'print' in self.name:
                         kwargs = self.getKwargs()
                         opObj = className(self.id, self.id, self.project_id, self.err_queue, **kwargs)
                         opObj.start()
                         self.type = 'external'
                     else:
                         opObj = className()
                     self.object = opObj
                     return opObj
             class ProcUnitConf(ConfBase):
                 ELEMENTNAME = 'ProcUnit'
                 xml_labels = ['id', 'inputId', 'name']
                 def setup(self, project_id, id, name, datatype, inputId, err_queue):
                     '''
                     '''
                     if datatype == None and name == None:
                         raise ValueError('datatype or name should be defined')
                     if name == None:
                         if 'Proc' in datatype:
                             name = datatype
                         else:
                             name = '%sProc' % (datatype)
                     if datatype == None:
                         datatype = name.replace('Proc', '')
                     self.id = str(id)
                     self.project_id = project_id
                     self.name = name
                     self.datatype = datatype
                     self.inputId = inputId
                     self.err_queue = err_queue
                     self.operations = []
                     self.parameters = {}
                 def removeOperation(self, id):
                     i = [1 if x.id == id else 0 for x in self.operations]
                     self.operations.pop(i.index(1))
                 def getOperation(self, id):
                     for conf in self.operations:
                         if conf.id == id:
                             return conf
                 def addOperation(self, name, optype='self'):
                     '''
                     '''
                     id = self.getNewId()
                     conf = OperationConf()
                     conf.setup(id, name=name, priority='0', project_id=self.project_id, err_queue=self.err_queue)
                     self.operations.append(conf)
                     return conf
                 def readXml(self, element, project_id, err_queue):
                     self.id = element.get('id')
                     self.name = element.get('name')
                     self.inputId = None if element.get('inputId') == 'None' else element.get('inputId')
                     self.datatype = element.get('datatype', self.name.replace(self.ELEMENTNAME.replace('Unit', ''), ''))
                     self.project_id = str(project_id)
                     self.err_queue = err_queue
                     self.operations = []
                     self.parameters = {}
                     for elm in element:
                         if elm.tag == 'Parameter':
                             self.addParameter(elm.get('name'), elm.get('value'))
                         elif elm.tag == 'Operation':
                             conf = OperationConf()
                             conf.readXml(elm, project_id, err_queue)
                             self.operations.append(conf)
                 def createObjects(self):
                     '''
                     Instancia de unidades de procesamiento.
                     '''
                     className = eval(self.name)
                     kwargs = self.getKwargs()
                     procUnitObj = className()
                     procUnitObj.name = self.name
                     log.success('creating process...', self.name)
                     for conf in self.operations:
                         opObj = conf.createObject()
                         log.success('adding operation: {}, type:{}'.format(
                             conf.name,
                             conf.type), self.name)
                         procUnitObj.addOperation(conf, opObj)
                     self.object = procUnitObj
                 def run(self):
                     '''
                     '''
                     return self.object.call(**self.getKwargs())
             class ReadUnitConf(ProcUnitConf):
                 ELEMENTNAME = 'ReadUnit'
                 def __init__(self):
                     self.id = None
                     self.datatype = None
                     self.name = None
                     self.inputId = None
                     self.operations = []
                     self.parameters = {}
                 def setup(self, project_id, id, name, datatype, err_queue, path='', startDate='', endDate='',
-                          startTime='', endTime='', server=None, **kwargs):
+                          startTime='', endTime='', server=None, topic='', **kwargs):
                     if datatype == None and name == None:
                         raise ValueError('datatype or name should be defined')
                     if name == None:
                         if 'Reader' in datatype:
                             name = datatype
                             datatype = name.replace('Reader', '')
                         else:
                             name = '{}Reader'.format(datatype)
                     if datatype == None:
                         if 'Reader' in name:
                             datatype = name.replace('Reader', '')
                         else:
                             datatype = name
                             name = '{}Reader'.format(name)
                     self.id = id
                     self.project_id = project_id
                     self.name = name
                     self.datatype = datatype
                     self.err_queue = err_queue
                     self.addParameter(name='path', value=path)
                     self.addParameter(name='startDate', value=startDate)
                     self.addParameter(name='endDate', value=endDate)
                     self.addParameter(name='startTime', value=startTime)
                     self.addParameter(name='endTime', value=endTime)
+                    self.addParameter(name='server', value=server)
+                    self.addParameter(name='topic', value=topic)
                     for key, value in kwargs.items():
                         self.addParameter(name=key, value=value)
             class Project(Process):
                 """API to create signal chain projects"""
                 ELEMENTNAME = 'Project'
                 def __init__(self, name=''):
                     Process.__init__(self)
                     self.id = '1'
                     if name:
                         self.name = '{} ({})'.format(Process.__name__, name)
                     self.filename = None
                     self.description = None
                     self.email = None
                     self.alarm = []
                     self.configurations = {}
                     # self.err_queue = Queue()
                     self.err_queue = None
                     self.started = False
                 def getNewId(self):
                     idList = list(self.configurations.keys())
                     id = int(self.id) * 10
                     while True:
                         id += 1
                         if str(id) in idList:
                             continue
                         break
                     return str(id)
                 def updateId(self, new_id):
                     self.id = str(new_id)
                     keyList = list(self.configurations.keys())
                     keyList.sort()
                     n = 1
                     new_confs = {}
                     for procKey in keyList:
                         conf = self.configurations[procKey]
                         idProcUnit = str(int(self.id) * 10 + n)
                         conf.updateId(idProcUnit)
                         new_confs[idProcUnit] = conf
                         n += 1
                     self.configurations = new_confs
                 def setup(self, id=1, name='', description='', email=None, alarm=[]):
                     self.id = str(id)
                     self.description = description
                     self.email = email
                     self.alarm = alarm
                     if name:
                         self.name = '{} ({})'.format(Process.__name__, name)
                 def update(self, **kwargs):
                     for key, value in kwargs.items():
                         setattr(self, key, value)
                 def clone(self):
                     p = Project()
                     p.id = self.id
                     p.name = self.name
                     p.description = self.description
                     p.configurations = self.configurations.copy()
                     return p
                 def addReadUnit(self, id=None, datatype=None, name=None, **kwargs):
                     '''
                     '''
                     if id is None:
                         idReadUnit = self.getNewId()
                     else:
                         idReadUnit = str(id)
                     conf = ReadUnitConf()
                     conf.setup(self.id, idReadUnit, name, datatype, self.err_queue, **kwargs)
                     self.configurations[conf.id] = conf
                     return conf
                 def addProcUnit(self, id=None, inputId='0', datatype=None, name=None):
                     '''
                     '''
                     if id is None:
                         idProcUnit = self.getNewId()
                     else:
                         idProcUnit = id
                     conf = ProcUnitConf()
                     conf.setup(self.id, idProcUnit, name, datatype, inputId, self.err_queue)
                     self.configurations[conf.id] = conf
                     return conf
                 def removeProcUnit(self, id):
                     if id in self.configurations:
                         self.configurations.pop(id)
                 def getReadUnit(self):
                     for obj in list(self.configurations.values()):
                         if obj.ELEMENTNAME == 'ReadUnit':
                             return obj
                     return None
                 def getProcUnit(self, id):
                     return self.configurations[id]
                 def getUnits(self):
                     keys = list(self.configurations)
                     keys.sort()
                     for key in keys:
                         yield self.configurations[key]
                 def updateUnit(self, id, **kwargs):
                     conf = self.configurations[id].update(**kwargs)
                 def makeXml(self):
                     xml = Element('Project')
                     xml.set('id', str(self.id))
                     xml.set('name', self.name)
                     xml.set('description', self.description)
                     for conf in self.configurations.values():
                         conf.makeXml(xml)
                     self.xml = xml
                 def writeXml(self, filename=None):
                     if filename == None:
                         if self.filename:
                             filename = self.filename
                         else:
                             filename = 'schain.xml'
                     if not filename:
                         print('filename has not been defined. Use setFilename(filename) for do it.')
                         return 0
                     abs_file = os.path.abspath(filename)
                     if not os.access(os.path.dirname(abs_file), os.W_OK):
                         print('No write permission on %s' % os.path.dirname(abs_file))
                         return 0
                     if os.path.isfile(abs_file) and not(os.access(abs_file, os.W_OK)):
                         print('File %s already exists and it could not be overwriten' % abs_file)
                         return 0
                     self.makeXml()
                     ElementTree(self.xml).write(abs_file, method='xml')
                     self.filename = abs_file
                     return 1
                 def readXml(self, filename):
                     abs_file = os.path.abspath(filename)
                     self.configurations = {}
                     try:
                         self.xml = ElementTree().parse(abs_file)
                     except:
                         log.error('Error reading %s, verify file format' % filename)
                         return 0
                     self.id = self.xml.get('id')
                     self.name = self.xml.get('name')
                     self.description = self.xml.get('description')
                     for element in self.xml:
                         if element.tag == 'ReadUnit':
                             conf = ReadUnitConf()
                             conf.readXml(element, self.id, self.err_queue)
                             self.configurations[conf.id] = conf
                         elif element.tag == 'ProcUnit':
                             conf = ProcUnitConf()
                             input_proc = self.configurations[element.get('inputId')]
                             conf.readXml(element, self.id, self.err_queue)
                             self.configurations[conf.id] = conf
                     self.filename = abs_file
                     return 1
                 def __str__(self):
                     text = '\nProject[id=%s, name=%s, description=%s]\n\n' % (
                         self.id,
                         self.name,
                         self.description,
                         )
                     for conf in self.configurations.values():
                         text += '{}'.format(conf)
                     return text
                 def createObjects(self):
                     keys = list(self.configurations.keys())
                     keys.sort()
                     for key in keys:
                         conf = self.configurations[key]
                         conf.createObjects()
                         if conf.inputId is not None:
                             conf.object.setInput(self.configurations[conf.inputId].object)
                 def monitor(self):
                     t = Thread(target=self._monitor, args=(self.err_queue, self.ctx))
                     t.start()
                 def _monitor(self, queue, ctx):
                     import socket
                     procs = 0
                     err_msg = ''
                     while True:
                         msg = queue.get()
                         if '#_start_#' in msg:
                             procs += 1
                         elif '#_end_#' in msg:
                             procs -= 1
                         else:
                             err_msg = msg
                         if procs == 0 or 'Traceback' in err_msg:
                             break
                         time.sleep(0.1)
                     if '|' in err_msg:
                         name, err = err_msg.split('|')
                         if 'SchainWarning' in err:
                             log.warning(err.split('SchainWarning:')[-1].split('\n')[0].strip(), name)
                         elif 'SchainError' in err:
                             log.error(err.split('SchainError:')[-1].split('\n')[0].strip(), name)
                         else:
                             log.error(err, name)
                     else:
                         name, err = self.name, err_msg
                     time.sleep(1)
                     ctx.term()
                     message = ''.join(err)
                     if err_msg:
                         subject = 'SChain v%s: Error running %s\n' % (
                             schainpy.__version__, self.name)
                         subtitle = 'Hostname: %s\n' % socket.gethostbyname(
                             socket.gethostname())
                         subtitle += 'Working directory: %s\n' % os.path.abspath('./')
                         subtitle += 'Configuration file: %s\n' % self.filename
                         subtitle += 'Time: %s\n' % str(datetime.datetime.now())
                         readUnitConfObj = self.getReadUnit()
                         if readUnitConfObj:
                             subtitle += '\nInput parameters:\n'
                             subtitle += '[Data path = %s]\n' % readUnitConfObj.parameters['path']
                             subtitle += '[Start date = %s]\n' % readUnitConfObj.parameters['startDate']
                             subtitle += '[End date = %s]\n' % readUnitConfObj.parameters['endDate']
                             subtitle += '[Start time = %s]\n' % readUnitConfObj.parameters['startTime']
                             subtitle += '[End time = %s]\n' % readUnitConfObj.parameters['endTime']
                         a = Alarm(
                             modes=self.alarm,
                             email=self.email,
                             message=message,
                             subject=subject,
                             subtitle=subtitle,
                             filename=self.filename
                         )
                         a.start()
                 def setFilename(self, filename):
                     self.filename = filename
                 def runProcs(self):
                     err = False
                     n = len(self.configurations)
                     while not err:
                         for conf in self.getUnits():
                             ok = conf.run()
                             if ok == 'Error':
                                 n -= 1
                                 continue
                             elif not ok:
                                 break
                         if n == 0:
                             err = True
                 def run(self):
                     log.success('\nStarting Project {} [id={}]'.format(self.name, self.id), tag='')
                     self.started = True
                     self.start_time = time.time()
                     self.createObjects()
                     self.runProcs()
                     log.success('{} Done (Time: {:4.2f}s)'.format(
                         self.name,
                         time.time() - self.start_time), '')

schainpy/model/graphics/jroplot_base.py +1 -1

             # Copyright (c) 2012-2020 Jicamarca Radio Observatory
             # All rights reserved.
             #
             # Distributed under the terms of the BSD 3-clause license.
             """Base class to create plot operations
             """
             import os
             import sys
             import zmq
             import time
             import numpy
             import datetime
             from collections import deque
             from functools import wraps
             from threading import Thread
             import matplotlib
             if 'BACKEND' in os.environ:
                 matplotlib.use(os.environ['BACKEND'])
             elif 'linux' in sys.platform:
                 matplotlib.use("TkAgg")
             elif 'darwin' in sys.platform:
                 matplotlib.use('MacOSX')
             else:
                 from schainpy.utils import log
                 log.warning('Using default Backend="Agg"', 'INFO')
                 matplotlib.use('Agg')
             import matplotlib.pyplot as plt
             from matplotlib.patches import Polygon
             from mpl_toolkits.axes_grid1 import make_axes_locatable
             from matplotlib.ticker import FuncFormatter, LinearLocator, MultipleLocator
             from schainpy.model.data.jrodata import PlotterData
             from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation, MPDecorator
             from schainpy.utils import log
             jet_values = matplotlib.pyplot.get_cmap('jet', 100)(numpy.arange(100))[10:90]
             blu_values = matplotlib.pyplot.get_cmap(
                 'seismic_r', 20)(numpy.arange(20))[10:15]
             ncmap = matplotlib.colors.LinearSegmentedColormap.from_list(
                 'jro', numpy.vstack((blu_values, jet_values)))
             matplotlib.pyplot.register_cmap(cmap=ncmap)
             CMAPS = [plt.get_cmap(s) for s in ('jro', 'jet', 'viridis',
                                                'plasma', 'inferno', 'Greys', 'seismic', 'bwr', 'coolwarm')]
             EARTH_RADIUS = 6.3710e3
             def ll2xy(lat1, lon1, lat2, lon2):
                 p = 0.017453292519943295
                 a = 0.5 - numpy.cos((lat2 - lat1) * p) / 2 + numpy.cos(lat1 * p) * \
                     numpy.cos(lat2 * p) * (1 - numpy.cos((lon2 - lon1) * p)) / 2
                 r = 12742 * numpy.arcsin(numpy.sqrt(a))
                 theta = numpy.arctan2(numpy.sin((lon2 - lon1) * p) * numpy.cos(lat2 * p), numpy.cos(lat1 * p)
                                       * numpy.sin(lat2 * p) - numpy.sin(lat1 * p) * numpy.cos(lat2 * p) * numpy.cos((lon2 - lon1) * p))
                 theta = -theta + numpy.pi / 2
                 return r * numpy.cos(theta), r * numpy.sin(theta)
             def km2deg(km):
                 '''
                 Convert distance in km to degrees
                 '''
                 return numpy.rad2deg(km / EARTH_RADIUS)
             def figpause(interval):
                 backend = plt.rcParams['backend']
                 if backend in matplotlib.rcsetup.interactive_bk:
                     figManager = matplotlib._pylab_helpers.Gcf.get_active()
                     if figManager is not None:
                         canvas = figManager.canvas
                         if canvas.figure.stale:
                             canvas.draw()
                         try:
                             canvas.start_event_loop(interval)
                         except:
                             pass
                         return
             def popup(message):
                 '''
                 '''
                 fig = plt.figure(figsize=(12, 8), facecolor='r')
                 text = '\n'.join([s.strip() for s in message.split(':')])
                 fig.text(0.01, 0.5, text, ha='left', va='center',
                          size='20', weight='heavy', color='w')
                 fig.show()
                 figpause(1000)
             class Throttle(object):
                 '''
                 Decorator that prevents a function from being called more than once every
                 time period.
                 To create a function that cannot be called more than once a minute, but
                 will sleep until it can be called:
                 @Throttle(minutes=1)
                 def foo():
                   pass
                 for i in range(10):
                   foo()
                   print "This function has run %s times." % i
                 '''
                 def __init__(self, seconds=0, minutes=0, hours=0):
                     self.throttle_period = datetime.timedelta(
                         seconds=seconds, minutes=minutes, hours=hours
                     )
                     self.time_of_last_call = datetime.datetime.min
                 def __call__(self, fn):
                     @wraps(fn)
                     def wrapper(*args, **kwargs):
                         coerce = kwargs.pop('coerce', None)
                         if coerce:
                             self.time_of_last_call = datetime.datetime.now()
                             return fn(*args, **kwargs)
                         else:
                             now = datetime.datetime.now()
                             time_since_last_call = now - self.time_of_last_call
                             time_left = self.throttle_period - time_since_last_call
                             if time_left > datetime.timedelta(seconds=0):
                                 return
                         self.time_of_last_call = datetime.datetime.now()
                         return fn(*args, **kwargs)
                     return wrapper
             def apply_throttle(value):
                 @Throttle(seconds=value)
                 def fnThrottled(fn):
                     fn()
                 return fnThrottled
             @MPDecorator
             class Plot(Operation):
                 """Base class for Schain plotting operations
                 This class should never be use directtly you must subclass a new operation,
                 children classes must be defined as follow:
                 ExamplePlot(Plot):
                     CODE = 'code'
                     colormap = 'jet'
                     plot_type = 'pcolor' # options are ('pcolor', 'pcolorbuffer', 'scatter', 'scatterbuffer')
                     def setup(self):
                         pass
                     def plot(self):
                         pass
                 """
                 CODE = 'Figure'
                 colormap = 'jet'
                 bgcolor = 'white'
                 buffering = True
                 __missing = 1E30
                 __attrs__ = ['show', 'save', 'ymin', 'ymax', 'zmin', 'zmax', 'title',
                              'showprofile']
                 def __init__(self):
                     Operation.__init__(self)
                     self.isConfig = False
                     self.isPlotConfig = False
                     self.save_time = 0
                     self.sender_time = 0
                     self.data = None
                     self.firsttime = True
                     self.sender_queue = deque(maxlen=10)
                     self.plots_adjust = {'left': 0.125, 'right': 0.9, 'bottom': 0.15, 'top': 0.9, 'wspace': 0.2, 'hspace': 0.2}
                 def __fmtTime(self, x, pos):
                     '''
                     '''
                     return '{}'.format(self.getDateTime(x).strftime('%H:%M'))
                 def __setup(self, **kwargs):
                     '''
                     Initialize variables
                     '''
                     self.figures = []
                     self.axes = []
                     self.cb_axes = []
                     self.localtime = kwargs.pop('localtime', True)
                     self.show = kwargs.get('show', True)
                     self.save = kwargs.get('save', False)
                     self.save_period = kwargs.get('save_period', 0)
                     self.colormap = kwargs.get('colormap', self.colormap)
                     self.colormap_coh = kwargs.get('colormap_coh', 'jet')
                     self.colormap_phase = kwargs.get('colormap_phase', 'RdBu_r')
                     self.colormaps = kwargs.get('colormaps', None)
                     self.bgcolor = kwargs.get('bgcolor', self.bgcolor)
                     self.showprofile = kwargs.get('showprofile', False)
                     self.title = kwargs.get('wintitle', self.CODE.upper())
                     self.cb_label = kwargs.get('cb_label', None)
                     self.cb_labels = kwargs.get('cb_labels', None)
                     self.labels = kwargs.get('labels', None)
                     self.xaxis = kwargs.get('xaxis', 'frequency')
                     self.zmin = kwargs.get('zmin', None)
                     self.zmax = kwargs.get('zmax', None)
                     self.zlimits = kwargs.get('zlimits', None)
                     self.xlimits = kwargs.get('xlimits', None)
                     self.xstep_given = kwargs.get('xstep_given', None)
                     self.ystep_given = kwargs.get('ystep_given', None)
                     self.autoxticks = kwargs.get('autoxticks', True)
                     self.xmin = kwargs.get('xmin', None)
                     self.xmax = kwargs.get('xmax', None)
                     self.xrange = kwargs.get('xrange', 12)
                     self.xscale = kwargs.get('xscale', None)
                     self.ymin = kwargs.get('ymin', None)
                     self.ymax = kwargs.get('ymax', None)
                     self.yscale = kwargs.get('yscale', None)
                     self.xlabel = kwargs.get('xlabel', None)
                     self.attr_time = kwargs.get('attr_time', 'utctime')
                     self.attr_data = kwargs.get('attr_data', 'data_param')
                     self.decimation = kwargs.get('decimation', None)
                     self.oneFigure = kwargs.get('oneFigure', True)
                     self.width = kwargs.get('width', None)
                     self.height = kwargs.get('height', None)
                     self.colorbar = kwargs.get('colorbar', True)
                     self.factors = kwargs.get('factors', [1, 1, 1, 1, 1, 1, 1, 1])
                     self.channels = kwargs.get('channels', None)
                     self.titles = kwargs.get('titles', [])
                     self.polar = False
                     self.type = kwargs.get('type', 'iq')
                     self.grid = kwargs.get('grid', False)
                     self.pause = kwargs.get('pause', False)
                     self.save_code = kwargs.get('save_code', self.CODE)
                     self.throttle = kwargs.get('throttle', 0)
                     self.exp_code = kwargs.get('exp_code', None)
                     self.server = kwargs.get('server', False)
                     self.sender_period = kwargs.get('sender_period', 60)
                     self.tag = kwargs.get('tag', '')
                     self.height_index = kwargs.get('height_index', None)
                     self.__throttle_plot = apply_throttle(self.throttle)
                     code = self.attr_data if self.attr_data else self.CODE
                     self.data = PlotterData(self.CODE, self.exp_code, self.localtime)
                     if self.server:
                         if not self.server.startswith('tcp://'):
                             self.server = 'tcp://{}'.format(self.server)
                         log.success(
                             'Sending to server: {}'.format(self.server),
                             self.name
                         )
                     if isinstance(self.attr_data, str):
                         self.attr_data = [self.attr_data]
                 def __setup_plot(self):
                     '''
                     Common setup for all figures, here figures and axes are created
                     '''
                     self.setup()
                     self.time_label = 'LT' if self.localtime else 'UTC'
                     if self.width is None:
                         self.width = 8
                     self.figures = []
                     self.axes = []
                     self.cb_axes = []
                     self.pf_axes = []
                     self.cmaps = []
                     size = '15%' if self.ncols == 1 else '30%'
                     pad = '4%' if self.ncols == 1 else '8%'
                     if self.oneFigure:
                         if self.height is None:
                             self.height = 1.4 * self.nrows + 1
                         fig = plt.figure(figsize=(self.width, self.height),
                                          edgecolor='k',
                                          facecolor='w')
                         self.figures.append(fig)
                         for n in range(self.nplots):
                             ax = fig.add_subplot(self.nrows, self.ncols,
                                                  n + 1, polar=self.polar)
                             ax.tick_params(labelsize=8)
                             ax.firsttime = True
                             ax.index = 0
                             ax.press = None
                             self.axes.append(ax)
                             if self.showprofile:
                                 cax = self.__add_axes(ax, size=size, pad=pad)
                                 cax.tick_params(labelsize=8)
                                 self.pf_axes.append(cax)
                     else:
                         if self.height is None:
                             self.height = 3
                         for n in range(self.nplots):
                             fig = plt.figure(figsize=(self.width, self.height),
                                              edgecolor='k',
                                              facecolor='w')
                             ax = fig.add_subplot(1, 1, 1, polar=self.polar)
                             ax.tick_params(labelsize=8)
                             ax.firsttime = True
                             ax.index = 0
                             ax.press = None
                             self.figures.append(fig)
                             self.axes.append(ax)
                             if self.showprofile:
                                 cax = self.__add_axes(ax, size=size, pad=pad)
                                 cax.tick_params(labelsize=8)
                                 self.pf_axes.append(cax)
                     for n in range(self.nrows):
                         if self.colormaps is not None:
                             cmap = plt.get_cmap(self.colormaps[n])
                         else:
                             cmap = plt.get_cmap(self.colormap)
                         cmap.set_bad(self.bgcolor, 1.)
                         self.cmaps.append(cmap)
                 def __add_axes(self, ax, size='30%', pad='8%'):
                     '''
                     Add new axes to the given figure
                     '''
                     divider = make_axes_locatable(ax)
                     nax = divider.new_horizontal(size=size, pad=pad)
                     ax.figure.add_axes(nax)
                     return nax
                 def fill_gaps(self, x_buffer, y_buffer, z_buffer):
                     '''
                     Create a masked array for missing data
                     '''
                     if x_buffer.shape[0] < 2:
                         return x_buffer, y_buffer, z_buffer
                     deltas = x_buffer[1:] - x_buffer[0:-1]
                     x_median = numpy.median(deltas)
                     index = numpy.where(deltas > 5 * x_median)
                     if len(index[0]) != 0:
                         z_buffer[::, index[0], ::] = self.__missing
                         z_buffer = numpy.ma.masked_inside(z_buffer,
 .99 * self.__missing,
 .01 * self.__missing)
                     return x_buffer, y_buffer, z_buffer
                 def decimate(self):
                     # dx = int(len(self.x)/self.__MAXNUMX) + 1
                     dy = int(len(self.y) / self.decimation) + 1
                     # x = self.x[::dx]
                     x = self.x
                     y = self.y[::dy]
                     z = self.z[::, ::, ::dy]
                     return x, y, z
                 def format(self):
                     '''
                     Set min and max values, labels, ticks and titles
                     '''
                     for n, ax in enumerate(self.axes):
                         if ax.firsttime:
                             if self.xaxis != 'time':
                                 xmin = self.xmin
                                 xmax = self.xmax
                             else:
                                 xmin = self.tmin
                                 xmax = self.tmin + self.xrange * 60 * 60
                                 ax.xaxis.set_major_formatter(FuncFormatter(self.__fmtTime))
                                 ax.xaxis.set_major_locator(LinearLocator(9))
                             ymin = self.ymin if self.ymin is not None else numpy.nanmin(self.y[numpy.isfinite(self.y)])
                             ymax = self.ymax if self.ymax is not None else numpy.nanmax(self.y[numpy.isfinite(self.y)])
                             ax.set_facecolor(self.bgcolor)
                             if self.xscale:
                                 ax.xaxis.set_major_formatter(FuncFormatter(
                                     lambda x, pos: '{0:g}'.format(x * self.xscale)))
                             if self.yscale:
                                 ax.yaxis.set_major_formatter(FuncFormatter(
                                     lambda x, pos: '{0:g}'.format(x * self.yscale)))
                             if self.xlabel is not None:
                                 ax.set_xlabel(self.xlabel)
                             if self.ylabel is not None:
                                 ax.set_ylabel(self.ylabel)
                             if self.showprofile:
                                 self.pf_axes[n].set_ylim(ymin, ymax)
                                 self.pf_axes[n].set_xlim(self.zmin, self.zmax)
                                 self.pf_axes[n].set_xlabel('dB')
                                 self.pf_axes[n].grid(b=True, axis='x')
                                 [tick.set_visible(False)
                                  for tick in self.pf_axes[n].get_yticklabels()]
                             if self.colorbar:
                                 ax.cbar = plt.colorbar(
                                     ax.plt, ax=ax, fraction=0.05, pad=0.02, aspect=10)
                                 ax.cbar.ax.tick_params(labelsize=8)
                                 ax.cbar.ax.press = None
                                 if self.cb_label:
                                     ax.cbar.set_label(self.cb_label, size=8)
                                 elif self.cb_labels:
                                     ax.cbar.set_label(self.cb_labels[n], size=8)
                             else:
                                 ax.cbar = None
                             ax.set_xlim(xmin, xmax)
                             ax.set_ylim(ymin, ymax)
                             ax.firsttime = False
                             if self.grid:
                                 ax.grid(True)
                         if not self.polar:
                             ax.set_title('{} {} {}'.format(
                                 self.titles[n],
                                 self.getDateTime(self.data.max_time).strftime(
                                     '%Y-%m-%d %H:%M:%S'),
                                 self.time_label),
                                 size=8)
                         else:
                             ax.set_title('{}'.format(self.titles[n]), size=8)
                             ax.set_ylim(0, 90)
                             ax.set_yticks(numpy.arange(0, 90, 20))
                             ax.yaxis.labelpad = 40
                     if self.firsttime:
                         for n, fig in enumerate(self.figures):
                             fig.subplots_adjust(**self.plots_adjust)
                         self.firsttime = False
                 def clear_figures(self):
                     '''
                     Reset axes for redraw plots
                     '''
                     for ax in self.axes + self.pf_axes + self.cb_axes:
                         ax.clear()
                         ax.firsttime = True
                         if hasattr(ax, 'cbar') and ax.cbar:
                             ax.cbar.remove()
                 def __plot(self):
                     '''
                     Main function to plot, format and save figures
                     '''
                     self.plot()
                     self.format()
                     for n, fig in enumerate(self.figures):
                         if self.nrows == 0 or self.nplots == 0:
                             log.warning('No data', self.name)
                             fig.text(0.5, 0.5, 'No Data', fontsize='large', ha='center')
                             fig.canvas.manager.set_window_title(self.CODE)
                             continue
                         fig.canvas.manager.set_window_title('{} - {}'.format(self.title,
                                                                              self.getDateTime(self.data.max_time).strftime('%Y/%m/%d')))
                         fig.canvas.draw()
                         if self.show:
                             fig.show()
                             figpause(0.01)
                         if self.save:
                             self.save_figure(n)
                     if self.server:
                         self.send_to_server()
                 def __update(self, dataOut, timestamp):
                     '''
                     '''
                     metadata = {
                         'yrange': dataOut.heightList,
                         'interval': dataOut.timeInterval,
                         'channels': dataOut.channelList
                     }
                     data, meta = self.update(dataOut)
                     metadata.update(meta)
                     self.data.update(data, timestamp, metadata)
                 def save_figure(self, n):
                     '''
                     '''
                     if (self.data.max_time - self.save_time) <= self.save_period:
                         return
                     self.save_time = self.data.max_time
                     fig = self.figures[n]
                     if self.throttle == 0:
                         figname = os.path.join(
                             self.save,
                             self.save_code,
                             '{}_{}.png'.format(
                                 self.save_code,
                                 self.getDateTime(self.data.max_time).strftime(
                                     '%Y%m%d_%H%M%S'
                                     ),
                                 )
                             )
                         log.log('Saving figure: {}'.format(figname), self.name)
                         if not os.path.isdir(os.path.dirname(figname)):
                             os.makedirs(os.path.dirname(figname))
                         fig.savefig(figname)
                     figname = os.path.join(
                         self.save,
                         self.save_code,
                         '{}_{}.png'.format(
                             self.save_code,
                             self.getDateTime(self.data.min_time).strftime(
                                 '%Y%m%d'
                                 ),
                             )
                         )
                     log.log('Saving figure: {}'.format(figname), self.name)
                     if not os.path.isdir(os.path.dirname(figname)):
                         os.makedirs(os.path.dirname(figname))
                     fig.savefig(figname)
                 def send_to_server(self):
                     '''
                     '''
                     if self.exp_code == None:
                         log.warning('Missing `exp_code` skipping sending to server...')
                     last_time = self.data.max_time
                     interval = last_time - self.sender_time
                     if interval < self.sender_period:
                         return
                     self.sender_time = last_time
-                    attrs = ['titles', 'zmin', 'zmax', 'tag', 'ymin', 'ymax']
+                    attrs = ['titles', 'zmin', 'zmax', 'tag', 'ymin', 'ymax', 'zlimits']
                     for attr in attrs:
                         value = getattr(self, attr)
                         if value:
                             if isinstance(value, (numpy.float32, numpy.float64)):
                                 value = round(float(value), 2)
                             self.data.meta[attr] = value
                     if self.colormap == 'jet':
                         self.data.meta['colormap'] = 'Jet'
                     elif 'RdBu' in self.colormap:
                         self.data.meta['colormap'] = 'RdBu'
                     else:
                         self.data.meta['colormap'] = 'Viridis'
                     self.data.meta['interval'] = int(interval)
                     self.sender_queue.append(last_time)
                     while True:
                         try:
                             tm = self.sender_queue.popleft()
                         except IndexError:
                             break
                         msg = self.data.jsonify(tm, self.save_code, self.plot_type)
                         self.socket.send_string(msg)
                         socks = dict(self.poll.poll(2000))
                         if socks.get(self.socket) == zmq.POLLIN:
                             reply = self.socket.recv_string()
                             if reply == 'ok':
                                 log.log("Response from server ok", self.name)
                                 time.sleep(0.1)
                                 continue
                             else:
                                 log.warning(
                                     "Malformed reply from server: {}".format(reply), self.name)
                         else:
                             log.warning(
                                 "No response from server, retrying...", self.name)
                         self.sender_queue.appendleft(tm)
                         self.socket.setsockopt(zmq.LINGER, 0)
                         self.socket.close()
                         self.poll.unregister(self.socket)
                         self.socket = self.context.socket(zmq.REQ)
                         self.socket.connect(self.server)
                         self.poll.register(self.socket, zmq.POLLIN)
                         break
                 def setup(self):
                     '''
                     This method should be implemented in the child class, the following
                     attributes should be set:
                     self.nrows: number of rows
                     self.ncols: number of cols
                     self.nplots: number of plots (channels or pairs)
                     self.ylabel: label for Y axes
                     self.titles: list of axes title
                     '''
                     raise NotImplementedError
                 def plot(self):
                     '''
                     Must be defined in the child class, the actual plotting method
                     '''
                     raise NotImplementedError
                 def update(self, dataOut):
                     '''
                     Must be defined in the child class, update self.data with new data
                     '''
                     data = {
                         self.CODE: getattr(dataOut, 'data_{}'.format(self.CODE))
                     }
                     meta = {}
                     return data, meta
                 def run(self, dataOut, **kwargs):
                     '''
                     Main plotting routine
                     '''
                     if self.isConfig is False:
                         self.__setup(**kwargs)
                         if self.localtime:
                             self.getDateTime = datetime.datetime.fromtimestamp
                         else:
                             self.getDateTime = datetime.datetime.utcfromtimestamp
                         self.data.setup()
                         self.isConfig = True
                         if self.server:
                             self.context = zmq.Context()
                             self.socket = self.context.socket(zmq.REQ)
                             self.socket.connect(self.server)
                             self.poll = zmq.Poller()
                             self.poll.register(self.socket, zmq.POLLIN)
                     tm = getattr(dataOut, self.attr_time)
                     if self.data and 'time' in self.xaxis and (tm - self.tmin) >= self.xrange * 60 * 60:
                         self.save_time = tm
                         self.__plot()
                         self.tmin += self.xrange * 60 * 60
                         self.data.setup()
                         self.clear_figures()
                     self.__update(dataOut, tm)
                     if self.isPlotConfig is False:
                         self.__setup_plot()
                         self.isPlotConfig = True
                         if self.xaxis == 'time':
                             dt = self.getDateTime(tm)
                             if self.xmin is None:
                                 self.tmin = tm
                                 self.xmin = dt.hour
                             minutes = (self.xmin - int(self.xmin)) * 60
                             seconds = (minutes - int(minutes)) * 60
                             self.tmin = (dt.replace(hour=int(self.xmin), minute=int(minutes), second=int(seconds)) -
                                     datetime.datetime(1970, 1, 1)).total_seconds()
                             if self.localtime:
                                 self.tmin += time.timezone
                             if self.xmin is not None and self.xmax is not None:
                                 self.xrange = self.xmax - self.xmin
                     if self.throttle == 0:
                         self.__plot()
                     else:
                         self.__throttle_plot(self.__plot)  # , coerce=coerce)
                 def close(self):
                     if self.data and not self.data.flagNoData:
                         self.save_time = 0
                         self.__plot()
                     if self.data and not self.data.flagNoData and self.pause:
                         figpause(10)

schainpy/model/io/jroIO_base.py +9 -3

             """
             Created on Jul 2, 2014
             @author: roj-idl71
             """
             import os
             import sys
             import glob
             import time
             import numpy
             import fnmatch
             import inspect
             import time
             import datetime
             import zmq
             from schainpy.model.proc.jroproc_base import Operation, MPDecorator
             from schainpy.model.data.jroheaderIO import PROCFLAG, BasicHeader, SystemHeader, RadarControllerHeader, ProcessingHeader
             from schainpy.model.data.jroheaderIO import get_dtype_index, get_numpy_dtype, get_procflag_dtype, get_dtype_width
             from schainpy.utils import log
             import schainpy.admin
             LOCALTIME = True
             DT_DIRECTIVES = {
                 '%Y': 4,
                 '%y': 2,
                 '%m': 2,
                 '%d': 2,
                 '%j': 3,
                 '%H': 2,
                 '%M': 2,
                 '%S': 2,
                 '%f': 6
             }
             def isNumber(cad):
                 """
                 Chequea si el conjunto de caracteres que componen un string puede ser convertidos a un numero.
                 Excepciones:
                     Si un determinado string no puede ser convertido a numero
                 Input:
                     str, string al cual se le analiza para determinar si convertible a un numero o no
                 Return:
                     True    :    si el string es uno numerico
                     False   :    no es un string numerico
                 """
                 try:
                     float(cad)
                     return True
                 except:
                     return False
             def isFileInEpoch(filename, startUTSeconds, endUTSeconds):
                 """
                 Esta funcion determina si un archivo de datos se encuentra o no dentro del rango de fecha especificado.
                 Inputs:
                     filename            :    nombre completo del archivo de datos en formato Jicamarca (.r)
                     startUTSeconds      :    fecha inicial del rango seleccionado. La fecha esta dada en
                                              segundos contados desde 01/01/1970.
                     endUTSeconds        :    fecha final del rango seleccionado. La fecha esta dada en
                                              segundos contados desde 01/01/1970.
                 Return:
                     Boolean    :    Retorna True si el archivo de datos contiene datos en el rango de
                                     fecha especificado, de lo contrario retorna False.
                 Excepciones:
                     Si el archivo no existe o no puede ser abierto
                     Si la cabecera no puede ser leida.
                 """
                 basicHeaderObj = BasicHeader(LOCALTIME)
                 try:
                     fp = open(filename, 'rb')
                 except IOError:
                     print("The file %s can't be opened" % (filename))
                     return 0
                 sts = basicHeaderObj.read(fp)
                 fp.close()
                 if not(sts):
                     print("Skipping the file %s because it has not a valid header" % (filename))
                     return 0
                 if not ((startUTSeconds <= basicHeaderObj.utc) and (endUTSeconds > basicHeaderObj.utc)):
                     return 0
                 return 1
             def isTimeInRange(thisTime, startTime, endTime):
                 if endTime >= startTime:
                     if (thisTime < startTime) or (thisTime > endTime):
                         return 0
                     return 1
                 else:
                     if (thisTime < startTime) and (thisTime > endTime):
                         return 0
                     return 1
             def isFileInTimeRange(filename, startDate, endDate, startTime, endTime):
                 """
                 Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado.
                 Inputs:
                     filename            :    nombre completo del archivo de datos en formato Jicamarca (.r)
                     startDate          :    fecha inicial del rango seleccionado en formato datetime.date
                     endDate            :    fecha final del rango seleccionado en formato datetime.date
                     startTime          :    tiempo inicial del rango seleccionado en formato datetime.time
                     endTime            :    tiempo final del rango seleccionado en formato datetime.time
                 Return:
                     Boolean    :    Retorna True si el archivo de datos contiene datos en el rango de
                                     fecha especificado, de lo contrario retorna False.
                 Excepciones:
                     Si el archivo no existe o no puede ser abierto
                     Si la cabecera no puede ser leida.
                 """
                 try:
                     fp = open(filename, 'rb')
                 except IOError:
                     print("The file %s can't be opened" % (filename))
                     return None
                 firstBasicHeaderObj = BasicHeader(LOCALTIME)
                 systemHeaderObj = SystemHeader()
                 radarControllerHeaderObj = RadarControllerHeader()
                 processingHeaderObj = ProcessingHeader()
                 lastBasicHeaderObj = BasicHeader(LOCALTIME)
                 sts = firstBasicHeaderObj.read(fp)
                 if not(sts):
                     print("[Reading] Skipping the file %s because it has not a valid header" % (filename))
                     return None
                 if not systemHeaderObj.read(fp):
                     return None
                 if not radarControllerHeaderObj.read(fp):
                     return None
                 if not processingHeaderObj.read(fp):
                     return None
                 filesize = os.path.getsize(filename)
                 offset = processingHeaderObj.blockSize + 24  # header size
                 if filesize <= offset:
                     print("[Reading] %s: This file has not enough data" % filename)
                     return None
                 fp.seek(-offset, 2)
                 sts = lastBasicHeaderObj.read(fp)
                 fp.close()
                 thisDatetime = lastBasicHeaderObj.datatime
                 thisTime_last_block = thisDatetime.time()
                 thisDatetime = firstBasicHeaderObj.datatime
                 thisDate = thisDatetime.date()
                 thisTime_first_block = thisDatetime.time()
                 # General case
                 #           o>>>>>>>>>>>>>><<<<<<<<<<<<<<o
                 #-----------o----------------------------o-----------
                 #       startTime                     endTime
                 if endTime >= startTime:
                     if (thisTime_last_block < startTime) or (thisTime_first_block > endTime):
                         return None
                     return thisDatetime
                 # If endTime < startTime then endTime belongs to the next day
                 # <<<<<<<<<<<o                            o>>>>>>>>>>>
                 #-----------o----------------------------o-----------
                 #        endTime                    startTime
                 if (thisDate == startDate) and (thisTime_last_block < startTime):
                     return None
                 if (thisDate == endDate) and (thisTime_first_block > endTime):
                     return None
                 if (thisTime_last_block < startTime) and (thisTime_first_block > endTime):
                     return None
                 return thisDatetime
             def isFolderInDateRange(folder, startDate=None, endDate=None):
                 """
                 Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado.
                 Inputs:
                     folder            :    nombre completo del directorio.
                                            Su formato deberia ser "/path_root/?YYYYDDD"
                                             siendo:
                                                 YYYY    :    Anio         (ejemplo 2015)
                                                 DDD     :    Dia del anio (ejemplo 305)
                     startDate          :    fecha inicial del rango seleccionado en formato datetime.date
                     endDate            :    fecha final del rango seleccionado en formato datetime.date
                 Return:
                     Boolean    :    Retorna True si el archivo de datos contiene datos en el rango de
                                     fecha especificado, de lo contrario retorna False.
                 Excepciones:
                     Si el directorio no tiene el formato adecuado
                 """
                 basename = os.path.basename(folder)
                 if not isRadarFolder(basename):
                     print("The folder %s has not the rigth format" % folder)
                     return 0
                 if startDate and endDate:
                     thisDate = getDateFromRadarFolder(basename)
                     if thisDate < startDate:
                         return 0
                     if thisDate > endDate:
                         return 0
                 return 1
             def isFileInDateRange(filename, startDate=None, endDate=None):
                 """
                 Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado.
                 Inputs:
                     filename            :    nombre completo del archivo de datos en formato Jicamarca (.r)
                                            Su formato deberia ser "?YYYYDDDsss"
                                             siendo:
                                                 YYYY    :    Anio         (ejemplo 2015)
                                                 DDD     :    Dia del anio (ejemplo 305)
                                                 sss     :    set
                     startDate          :    fecha inicial del rango seleccionado en formato datetime.date
                     endDate            :    fecha final del rango seleccionado en formato datetime.date
                 Return:
                     Boolean    :    Retorna True si el archivo de datos contiene datos en el rango de
                                     fecha especificado, de lo contrario retorna False.
                 Excepciones:
                     Si el archivo no tiene el formato adecuado
                 """
                 basename = os.path.basename(filename)
                 if not isRadarFile(basename):
                     print("The filename %s has not the rigth format" % filename)
                     return 0
                 if startDate and endDate:
                     thisDate = getDateFromRadarFile(basename)
                     if thisDate < startDate:
                         return 0
                     if thisDate > endDate:
                         return 0
                 return 1
             def getFileFromSet(path, ext, set):
                 validFilelist = []
                 fileList = os.listdir(path)
                 # 0 1234 567 89A BCDE
                 # H YYYY DDD SSS .ext
                 for thisFile in fileList:
                     try:
                         year = int(thisFile[1:5])
                         doy = int(thisFile[5:8])
                     except:
                         continue
                     if (os.path.splitext(thisFile)[-1].lower() != ext.lower()):
                         continue
                     validFilelist.append(thisFile)
                 myfile = fnmatch.filter(
                     validFilelist, '*%4.4d%3.3d%3.3d*' % (year, doy, set))
                 if len(myfile) != 0:
                     return myfile[0]
                 else:
                     filename = '*%4.4d%3.3d%3.3d%s' % (year, doy, set, ext.lower())
                     print('the filename %s does not exist' % filename)
                     print('...going to the last file: ')
                 if validFilelist:
                     validFilelist = sorted(validFilelist, key=str.lower)
                     return validFilelist[-1]
                 return None
             def getlastFileFromPath(path, ext):
                 """
                 Depura el fileList dejando solo los que cumplan el formato de "PYYYYDDDSSS.ext"
                 al final de la depuracion devuelve el ultimo file de la lista que quedo.
                 Input:
                     fileList    :    lista conteniendo todos los files (sin path) que componen una determinada carpeta
                     ext         :    extension de los files contenidos en una carpeta
                 Return:
                     El ultimo file de una determinada carpeta, no se considera el path.
                 """
                 validFilelist = []
                 fileList = os.listdir(path)
                 # 0 1234 567 89A BCDE
                 # H YYYY DDD SSS .ext
                 for thisFile in fileList:
                     year = thisFile[1:5]
                     if not isNumber(year):
                         continue
                     doy = thisFile[5:8]
                     if not isNumber(doy):
                         continue
                     year = int(year)
                     doy = int(doy)
                     if (os.path.splitext(thisFile)[-1].lower() != ext.lower()):
                         continue
                     validFilelist.append(thisFile)
                 if validFilelist:
                     validFilelist = sorted(validFilelist, key=str.lower)
                     return validFilelist[-1]
                 return None
             def isRadarFolder(folder):
                 try:
                     year = int(folder[1:5])
                     doy = int(folder[5:8])
                 except:
                     return 0
                 return 1
             def isRadarFile(file):
                 try:
                     year = int(file[1:5])
                     doy = int(file[5:8])
                     set = int(file[8:11])
                 except:
                     return 0
                 return 1
             def getDateFromRadarFile(file):
                 try:
                     year = int(file[1:5])
                     doy = int(file[5:8])
                     set = int(file[8:11])
                 except:
                     return None
                 thisDate = datetime.date(year, 1, 1) + datetime.timedelta(doy - 1)
                 return thisDate
             def getDateFromRadarFolder(folder):
                 try:
                     year = int(folder[1:5])
                     doy = int(folder[5:8])
                 except:
                     return None
                 thisDate = datetime.date(year, 1, 1) + datetime.timedelta(doy - 1)
                 return thisDate
             def parse_format(s, fmt):
                 for i in range(fmt.count('%')):
                     x = fmt.index('%')
                     d = DT_DIRECTIVES[fmt[x:x + 2]]
                     fmt = fmt.replace(fmt[x:x + 2], s[x:x + d])
                 return fmt
             class Reader(object):
                 c = 3E8
                 isConfig = False
                 dtype = None
                 pathList = []
                 filenameList = []
                 datetimeList = []
                 filename = None
                 ext = None
                 flagIsNewFile = 1
                 flagDiscontinuousBlock = 0
                 flagIsNewBlock = 0
                 flagNoMoreFiles = 0
                 fp = None
                 firstHeaderSize = 0
                 basicHeaderSize = 24
                 versionFile = 1103
                 fileSize = None
                 fileSizeByHeader = None
                 fileIndex = -1
                 profileIndex = None
                 blockIndex = 0
                 nTotalBlocks = 0
                 maxTimeStep = 30
                 lastUTTime = None
                 datablock = None
                 dataOut = None
                 getByBlock = False
                 path = None
                 startDate = None
                 endDate = None
                 startTime = datetime.time(0, 0, 0)
                 endTime = datetime.time(23, 59, 59)
                 set = None
                 expLabel = ""
                 online = False
                 delay = 60
                 nTries = 3  # quantity tries
                 nFiles = 3  # number of files for searching
                 walk = True
                 getblock = False
                 nTxs = 1
                 realtime = False
                 blocksize = 0
                 blocktime = None
                 warnings = True
                 verbose = True
                 server = None
                 format = None
                 oneDDict = None
                 twoDDict = None
                 independentParam = None
                 filefmt = None
                 folderfmt = None
                 open_file = open
                 open_mode = 'rb'
                 def run(self):
                     raise NotImplementedError
                 def getAllowedArgs(self):
                     if hasattr(self, '__attrs__'):
                         return self.__attrs__
                     else:
                         return inspect.getargspec(self.run).args
                 def set_kwargs(self, **kwargs):
                     for key, value in kwargs.items():
                         setattr(self, key, value)
                 def find_folders(self, path, startDate, endDate, folderfmt, last=False):
                     folders = [x for f in path.split(',')
                                for x in os.listdir(f) if os.path.isdir(os.path.join(f, x))]
                     folders.sort()
                     if last:
                         folders = [folders[-1]]
                     for folder in folders:
                         try:
                             dt = datetime.datetime.strptime(parse_format(folder, folderfmt), folderfmt).date()
                             if dt >= startDate and dt <= endDate:
                                 yield os.path.join(path, folder)
                             else:
                                 log.log('Skiping folder {}'.format(folder), self.name)
                         except Exception as e:
                             log.log('Skiping folder {}'.format(folder), self.name)
                             continue
                     return
                 def find_files(self, folders, ext, filefmt, startDate=None, endDate=None,
                                expLabel='', last=False):
                     for path in folders:
                         files = glob.glob1(path, '*{}'.format(ext))
                         files.sort()
                         if last:
                             if files:
                                 fo = files[-1]
                                 try:
                                     dt = datetime.datetime.strptime(parse_format(fo, filefmt), filefmt).date()
                                     yield os.path.join(path, expLabel, fo)
                                 except Exception as e:
                                     pass
                                 return
                             else:
                                 return
                         for fo in files:
                             try:
                                 dt = datetime.datetime.strptime(parse_format(fo, filefmt), filefmt).date()
                                 #print(dt)
                                 #print(startDate)
                                 #print(endDate)
                                 if dt >= startDate and dt <= endDate:
                                     yield os.path.join(path, expLabel, fo)
                                 else:
                                     log.log('Skiping file {}'.format(fo), self.name)
                             except Exception as e:
                                 log.log('Skiping file {}'.format(fo), self.name)
                                 continue
                 def searchFilesOffLine(self, path, startDate, endDate,
                                        expLabel, ext, walk,
                                        filefmt, folderfmt):
                     """Search files in offline mode for the given arguments
                     Return:
                         Generator of files
                     """
                     if walk:
                         folders = self.find_folders(
                             path, startDate, endDate, folderfmt)
                     else:
                         folders = path.split(',')
                     return self.find_files(
                         folders, ext, filefmt, startDate, endDate, expLabel)
                 def searchFilesOnLine(self, path, startDate, endDate,
                                       expLabel, ext, walk,
                                       filefmt, folderfmt):
                     """Search for the last file of the last folder
                     Arguments:
                         path        :    carpeta donde estan contenidos los files que contiene data
                         expLabel    :    Nombre del subexperimento (subfolder)
                         ext         :    extension de los files
                         walk        :    Si es habilitado no realiza busquedas dentro de los ubdirectorios (doypath)
                     Return:
                         generator with the full path of last filename
                     """
                     if walk:
                         folders = self.find_folders(
                             path, startDate, endDate, folderfmt, last=True)
                     else:
                         folders = path.split(',')
                     return self.find_files(
                         folders, ext, filefmt, startDate, endDate, expLabel, last=True)
                 def setNextFile(self):
                     """Set the next file to be readed open it and parse de file header"""
                     #print("fp: ",self.fp)
                     while True:
                         #print(self.fp)
                         if self.fp != None:
                             self.fp.close()
                             #print("setNextFile")
                             #print("BEFORE OPENING",self.filename)
                         if self.online:
                             newFile = self.setNextFileOnline()
                         else:
                             newFile = self.setNextFileOffline()
                             #print("newFile: ",newFile)
                         if not(newFile):
                             if self.online:
                                 raise schainpy.admin.SchainError('Time to wait for new files reach')
                             else:
                                 if self.fileIndex == -1:
                                     #print("OKK")
                                     raise schainpy.admin.SchainWarning('No files found in the given path')
                                 else:
                                     raise schainpy.admin.SchainWarning('No more files to read')
                         if self.verifyFile(self.filename):
                             break
                     ##print("BEFORE OPENING",self.filename)
                     log.log('Opening file: %s' % self.filename, self.name)
                     self.readFirstHeader()
                     self.nReadBlocks = 0
                 def setNextFileOnline(self):
                     """Check for the next file to be readed in online mode.
                     Set:
                         self.filename
                         self.fp
                         self.filesize
                     Return:
                         boolean
                     """
                     nextFile = True
                     nextDay = False
                     for nFiles in range(self.nFiles + 1):
                         for nTries in range(self.nTries):
                             fullfilename, filename = self.checkForRealPath(nextFile, nextDay)
                             if fullfilename is not None:
                                 break
                             log.warning(
                                 "Waiting %0.2f sec for the next file: \"%s\" , try %02d ..." % (self.delay, filename, nTries + 1),
                                 self.name)
                             time.sleep(self.delay)
                             nextFile = False
                             continue
                         if fullfilename is not None:
                             break
                         #self.nTries = 1
                         nextFile = True
                         if nFiles == (self.nFiles - 1):
                             log.log('Trying with next day...', self.name)
                             nextDay = True
                             self.nTries = 3
                     if fullfilename:
                         self.fileSize = os.path.getsize(fullfilename)
                         self.filename = fullfilename
                         self.flagIsNewFile = 1
                         if self.fp != None:
                             self.fp.close()
                         #print(fullfilename)
                         self.fp = self.open_file(fullfilename, self.open_mode)
                         self.flagNoMoreFiles = 0
                         self.fileIndex += 1
                         return 1
                     else:
                         return 0
                 def setNextFileOffline(self):
                     """Open the next file to be readed in offline mode"""
                     try:
                         filename = next(self.filenameList)
                         self.fileIndex += 1
                     except StopIteration:
                         self.flagNoMoreFiles = 1
                         return 0
                     #print(self.fileIndex)
                     #print(filename)
                     self.filename = filename
                     self.fileSize = os.path.getsize(filename)
                     self.fp = self.open_file(filename, self.open_mode)
                     self.flagIsNewFile = 1
                     return 1
                 @staticmethod
                 def isDateTimeInRange(dt, startDate, endDate, startTime, endTime):
                     """Check if the given datetime is in range"""
                     if startDate <= dt.date() <= endDate:
                         if startTime <= dt.time() <= endTime:
                             return True
                     return False
                 def verifyFile(self, filename):
                     """Check for a valid file
                     Arguments:
                         filename -- full path filename
                     Return:
                         boolean
                     """
                     return True
                 def checkForRealPath(self, nextFile, nextDay):
                     """Check if the next file to be readed exists"""
                     raise NotImplementedError
                 def readFirstHeader(self):
                     """Parse the file header"""
                     pass
                 def waitDataBlock(self, pointer_location, blocksize=None):
                     """
                     """
                     currentPointer = pointer_location
                     if blocksize is None:
                         neededSize = self.processingHeaderObj.blockSize  # + self.basicHeaderSize
                     else:
                         neededSize = blocksize
                     for nTries in range(self.nTries):
                         self.fp.close()
                         self.fp = open(self.filename, 'rb')
                         self.fp.seek(currentPointer)
                         self.fileSize = os.path.getsize(self.filename)
                         currentSize = self.fileSize - currentPointer
                         if (currentSize >= neededSize):
                             return 1
                         log.warning(
                             "Waiting %0.2f seconds for the next block, try %03d ..." % (self.delay, nTries + 1),
                             self.name
                             )
                         time.sleep(self.delay)
                     return 0
             class JRODataReader(Reader):
                 utc = 0
                 nReadBlocks = 0
                 foldercounter = 0
                 firstHeaderSize = 0
                 basicHeaderSize = 24
                 __isFirstTimeOnline = 1
+                topic = ''
                 filefmt = "*%Y%j***"
                 folderfmt = "*%Y%j"
                 __attrs__ = ['path', 'startDate', 'endDate', 'startTime', 'endTime', 'online', 'delay', 'walk']
                 def getDtypeWidth(self):
                     dtype_index = get_dtype_index(self.dtype)
                     dtype_width = get_dtype_width(dtype_index)
                     return dtype_width
                 def checkForRealPath(self, nextFile, nextDay):
                     """Check if the next file to be readed exists.
                     Example    :
                         nombre correcto del file es  .../.../D2009307/P2009307367.ext
                         Entonces la funcion prueba con las siguientes combinaciones
                             .../.../y2009307367.ext
                             .../.../Y2009307367.ext
                             .../.../x2009307/y2009307367.ext
                             .../.../x2009307/Y2009307367.ext
                             .../.../X2009307/y2009307367.ext
                             .../.../X2009307/Y2009307367.ext
                         siendo para este caso, la ultima combinacion de letras, identica al file buscado
                     Return:
                         str -- fullpath of the file
                     """
                     if nextFile:
                         self.set += 1
                     if nextDay:
                         self.set = 0
                         self.doy += 1
                     foldercounter = 0
                     prefixDirList = [None, 'd', 'D']
                     if self.ext.lower() == ".r":  # voltage
                         prefixFileList = ['d', 'D']
                     elif self.ext.lower() == ".pdata":  # spectra
                         prefixFileList = ['p', 'P']
                     ##############DP##############
                     elif self.ext.lower() == ".dat":  # dat
                         prefixFileList = ['z', 'Z']
                     ##############DP##############
                     # barrido por las combinaciones posibles
                     for prefixDir in prefixDirList:
                         thispath = self.path
                         if prefixDir != None:
                             # formo el nombre del directorio xYYYYDDD (x=d o x=D)
                             if foldercounter == 0:
                                 thispath = os.path.join(self.path, "%s%04d%03d" %
                                                         (prefixDir, self.year, self.doy))
                             else:
                                 thispath = os.path.join(self.path, "%s%04d%03d_%02d" % (
                                     prefixDir, self.year, self.doy, foldercounter))
                         for prefixFile in prefixFileList:  # barrido por las dos combinaciones posibles de "D"
                             # formo el nombre del file xYYYYDDDSSS.ext
                             filename = "%s%04d%03d%03d%s" % (prefixFile, self.year, self.doy, self.set, self.ext)
                             fullfilename = os.path.join(
                                 thispath, filename)
                             if os.path.exists(fullfilename):
                                 return fullfilename, filename
                     return None, filename
                 def __waitNewBlock(self):
                     """
                     Return 1 si se encontro un nuevo bloque de datos, 0 de otra forma.
                     Si el modo de lectura es OffLine siempre retorn 0
                     """
                     if not self.online:
                         return 0
                     if (self.nReadBlocks >= self.processingHeaderObj.dataBlocksPerFile):
                         return 0
                     currentPointer = self.fp.tell()
                     neededSize = self.processingHeaderObj.blockSize + self.basicHeaderSize
                     for nTries in range(self.nTries):
                         self.fp.close()
                         self.fp = open(self.filename, 'rb')
                         self.fp.seek(currentPointer)
                         self.fileSize = os.path.getsize(self.filename)
                         currentSize = self.fileSize - currentPointer
                         if (currentSize >= neededSize):
                             self.basicHeaderObj.read(self.fp)
                             return 1
                         if self.fileSize == self.fileSizeByHeader:
                             #                self.flagEoF = True
                             return 0
                         print("[Reading] Waiting %0.2f seconds for the next block, try %03d ..." % (self.delay, nTries + 1))
                         #print(self.filename)
                         time.sleep(self.delay)
                     return 0
                 def __setNewBlock(self):
                     if self.fp == None:
                         return 0
                     if self.flagIsNewFile:
                         self.lastUTTime = self.basicHeaderObj.utc
                         return 1
                     if self.realtime:
                         self.flagDiscontinuousBlock = 1
                         if not(self.setNextFile()):
                             return 0
                         else:
                             return 1
                     currentSize = self.fileSize - self.fp.tell()
                     neededSize = self.processingHeaderObj.blockSize + self.basicHeaderSize
                     if (currentSize >= neededSize):
                         self.basicHeaderObj.read(self.fp)
                         self.lastUTTime = self.basicHeaderObj.utc
                         return 1
                     if self.__waitNewBlock():
                         self.lastUTTime = self.basicHeaderObj.utc
                         return 1
                     if not(self.setNextFile()):
                         return 0
                     deltaTime = self.basicHeaderObj.utc - self.lastUTTime
                     self.lastUTTime = self.basicHeaderObj.utc
                     self.flagDiscontinuousBlock = 0
                     if deltaTime > self.maxTimeStep:
                         self.flagDiscontinuousBlock = 1
                     return 1
                 def readNextBlock(self):
                     while True:
                         if not(self.__setNewBlock()):
                             continue
                         if not(self.readBlock()):
                             return 0
                         self.getBasicHeader()
                         if not self.isDateTimeInRange(self.dataOut.datatime, self.startDate, self.endDate, self.startTime, self.endTime):
                             print("[Reading] Block No. %d/%d -> %s [Skipping]" % (self.nReadBlocks,
                                                                                   self.processingHeaderObj.dataBlocksPerFile,
                                                                                   self.dataOut.datatime.ctime()))
                             continue
                         break
                     if self.verbose:
                         print("[Reading] Block No. %d/%d -> %s" % (self.nReadBlocks,
                                                                    self.processingHeaderObj.dataBlocksPerFile,
                                                                    self.dataOut.datatime.ctime()))
                         #################DP#################
                         self.dataOut.TimeBlockDate=self.dataOut.datatime.ctime()
                         self.dataOut.TimeBlockSeconds=time.mktime(time.strptime(self.dataOut.datatime.ctime()))
                         #################DP#################
                     return 1
                 def readFirstHeader(self):
                     self.basicHeaderObj.read(self.fp)
                     self.systemHeaderObj.read(self.fp)
                     self.radarControllerHeaderObj.read(self.fp)
                     self.processingHeaderObj.read(self.fp)
                     self.firstHeaderSize = self.basicHeaderObj.size
                     datatype = int(numpy.log2((self.processingHeaderObj.processFlags &
                                                PROCFLAG.DATATYPE_MASK)) - numpy.log2(PROCFLAG.DATATYPE_CHAR))
                     if datatype == 0:
                         datatype_str = numpy.dtype([('real', '<i1'), ('imag', '<i1')])
                     elif datatype == 1:
                         datatype_str = numpy.dtype([('real', '<i2'), ('imag', '<i2')])
                     elif datatype == 2:
                         datatype_str = numpy.dtype([('real', '<i4'), ('imag', '<i4')])
                     elif datatype == 3:
                         datatype_str = numpy.dtype([('real', '<i8'), ('imag', '<i8')])
                     elif datatype == 4:
                         datatype_str = numpy.dtype([('real', '<f4'), ('imag', '<f4')])
                     elif datatype == 5:
                         datatype_str = numpy.dtype([('real', '<f8'), ('imag', '<f8')])
                     else:
                         raise ValueError('Data type was not defined')
                     self.dtype = datatype_str
                     # self.ippSeconds = 2 * 1000 * self.radarControllerHeaderObj.ipp / self.c
                     self.fileSizeByHeader = self.processingHeaderObj.dataBlocksPerFile * self.processingHeaderObj.blockSize + \
                         self.firstHeaderSize + self.basicHeaderSize * \
                         (self.processingHeaderObj.dataBlocksPerFile - 1)
                     #        self.dataOut.channelList = numpy.arange(self.systemHeaderObj.numChannels)
                     #        self.dataOut.channelIndexList = numpy.arange(self.systemHeaderObj.numChannels)
                     self.getBlockDimension()
                 def verifyFile(self, filename):
                     flag = True
                     try:
                         fp = open(filename, 'rb')
                     except IOError:
                         log.error("File {} can't be opened".format(filename), self.name)
                         return False
                     if self.online and self.waitDataBlock(0):
                         pass
                     basicHeaderObj = BasicHeader(LOCALTIME)
                     systemHeaderObj = SystemHeader()
                     radarControllerHeaderObj = RadarControllerHeader()
                     processingHeaderObj = ProcessingHeader()
                     if not(basicHeaderObj.read(fp)):
                         flag = False
                     if not(systemHeaderObj.read(fp)):
                         flag = False
                     if not(radarControllerHeaderObj.read(fp)):
                         flag = False
                     if not(processingHeaderObj.read(fp)):
                         flag = False
                     if not self.online:
                         dt1 = basicHeaderObj.datatime
                         pos = self.fileSize - processingHeaderObj.blockSize - 24
                         if pos < 0:
                             flag = False
                             log.error('Invalid size for file: {}'.format(self.filename), self.name)
                         else:
                             fp.seek(pos)
                             if not(basicHeaderObj.read(fp)):
                                 flag = False
                         dt2 = basicHeaderObj.datatime
                         if not self.isDateTimeInRange(dt1, self.startDate, self.endDate, self.startTime, self.endTime) and not \
                                 self.isDateTimeInRange(dt2, self.startDate, self.endDate, self.startTime, self.endTime):
                             flag = False
                     fp.close()
                     return flag
                 def findDatafiles(self, path, startDate=None, endDate=None, expLabel='', ext='.r', walk=True, include_path=False):
                     path_empty = True
                     dateList = []
                     pathList = []
                     multi_path = path.split(',')
                     if not walk:
                         for single_path in multi_path:
                             if not os.path.isdir(single_path):
                                 continue
                             fileList = glob.glob1(single_path, "*" + ext)
                             if not fileList:
                                 continue
                             path_empty = False
                             fileList.sort()
                             for thisFile in fileList:
                                 if not os.path.isfile(os.path.join(single_path, thisFile)):
                                     continue
                                 if not isRadarFile(thisFile):
                                     continue
                                 if not isFileInDateRange(thisFile, startDate, endDate):
                                     continue
                                 thisDate = getDateFromRadarFile(thisFile)
                                 if thisDate in dateList or single_path in pathList:
                                     continue
                                 dateList.append(thisDate)
                                 pathList.append(single_path)
                     else:
                         for single_path in multi_path:
                             if not os.path.isdir(single_path):
                                 continue
                             dirList = []
                             for thisPath in os.listdir(single_path):
                                 if not os.path.isdir(os.path.join(single_path, thisPath)):
                                     continue
                                 if not isRadarFolder(thisPath):
                                     continue
                                 if not isFolderInDateRange(thisPath, startDate, endDate):
                                     continue
                                 dirList.append(thisPath)
                             if not dirList:
                                 continue
                             dirList.sort()
                             for thisDir in dirList:
                                 datapath = os.path.join(single_path, thisDir, expLabel)
                                 fileList = glob.glob1(datapath, "*" + ext)
                                 if not fileList:
                                     continue
                                 path_empty = False
                                 thisDate = getDateFromRadarFolder(thisDir)
                                 pathList.append(datapath)
                                 dateList.append(thisDate)
                     dateList.sort()
                     if walk:
                         pattern_path = os.path.join(multi_path[0], "[dYYYYDDD]", expLabel)
                     else:
                         pattern_path = multi_path[0]
                     if path_empty:
                         raise schainpy.admin.SchainError("[Reading] No *%s files in %s for %s to %s" % (ext, pattern_path, startDate, endDate))
                     else:
                         if not dateList:
                             raise schainpy.admin.SchainError("[Reading] Date range selected invalid [%s - %s]: No *%s files in %s)" % (startDate, endDate, ext, path))
                     if include_path:
                         return dateList, pathList
                     return dateList
                 def setup(self, **kwargs):
                     self.set_kwargs(**kwargs)
                     if not self.ext.startswith('.'):
                         self.ext = '.{}'.format(self.ext)
                     if self.server is not None:
                         if 'tcp://' in self.server:
-                            address = server
+                            address = self.server
                         else:
                             address = 'ipc:///tmp/%s' % self.server
                         self.server = address
                         self.context = zmq.Context()
-                        self.receiver = self.context.socket(zmq.PULL)
+                        self.receiver = self.context.socket(zmq.SUB)
                         self.receiver.connect(self.server)
+                        self.receiver.setsockopt(zmq.SUBSCRIBE, str.encode(str(self.topic)))
                         time.sleep(0.5)
                         print('[Starting] ReceiverData from {}'.format(self.server))
                     else:
                         self.server = None
                         if self.path == None:
                             raise ValueError("[Reading] The path is not valid")
                         if self.online:
                             log.log("[Reading] Searching files in online mode...", self.name)
                             for nTries in range(self.nTries):
                                 fullpath = self.searchFilesOnLine(self.path, self.startDate,
                                     self.endDate, self.expLabel, self.ext, self.walk,
                                     self.filefmt, self.folderfmt)
                                 try:
                                     fullpath = next(fullpath)
                                 except:
                                     fullpath = None
                                 if fullpath:
                                     break
                                 log.warning(
                                     'Waiting {} sec for a valid file in {}: try {} ...'.format(
                                         self.delay, self.path, nTries + 1),
                                     self.name)
                                 time.sleep(self.delay)
                             if not(fullpath):
                                 raise schainpy.admin.SchainError(
                                     'There isn\'t any valid file in {}'.format(self.path))
                             pathname, filename = os.path.split(fullpath)
                             self.year = int(filename[1:5])
                             self.doy = int(filename[5:8])
                             self.set = int(filename[8:11]) - 1
                         else:
                             log.log("Searching files in {}".format(self.path), self.name)
                             self.filenameList = self.searchFilesOffLine(self.path, self.startDate,
                                 self.endDate, self.expLabel, self.ext, self.walk, self.filefmt, self.folderfmt)
                         self.setNextFile()
                     return
                 def getBasicHeader(self):
                     self.dataOut.utctime = self.basicHeaderObj.utc + self.basicHeaderObj.miliSecond / \
 . + self.profileIndex * self.radarControllerHeaderObj.ippSeconds
                     self.dataOut.flagDiscontinuousBlock = self.flagDiscontinuousBlock
                     self.dataOut.timeZone = self.basicHeaderObj.timeZone
                     self.dataOut.dstFlag = self.basicHeaderObj.dstFlag
                     self.dataOut.errorCount = self.basicHeaderObj.errorCount
                     self.dataOut.useLocalTime = self.basicHeaderObj.useLocalTime
                     self.dataOut.ippSeconds = self.radarControllerHeaderObj.ippSeconds / self.nTxs
                 def getFirstHeader(self):
                     raise NotImplementedError
                 def getData(self):
                     raise NotImplementedError
                 def hasNotDataInBuffer(self):
                     raise NotImplementedError
                 def readBlock(self):
                     raise NotImplementedError
                 def isEndProcess(self):
                     return self.flagNoMoreFiles
                 def printReadBlocks(self):
                     print("[Reading] Number of read blocks per file %04d" % self.nReadBlocks)
                 def printTotalBlocks(self):
                     print("[Reading] Number of read blocks %04d" % self.nTotalBlocks)
                 def run(self, **kwargs):
                     """
                     Arguments:
                         path        :
                         startDate   :
                         endDate     :
                         startTime   :
                         endTime     :
                         set         :
                         expLabel    :
                         ext         :
                         online      :
                         delay       :
                         walk        :
                         getblock    :
                         nTxs        :
                         realtime    :
                         blocksize   :
                         blocktime   :
                         skip        :
                         cursor      :
                         warnings    :
                         server      :
                         verbose     :
                         format      :
                         oneDDict    :
                         twoDDict    :
                         independentParam    :
                     """
                     if not(self.isConfig):
                         self.setup(**kwargs)
                         self.isConfig = True
                     if self.server is None:
                         self.getData()
                     else:
-                        self.getFromServer()
+                        try:
+                            self.getFromServer()
+                        except Exception as e:
+                            log.warning('Invalid block...')
+                            self.dataOut.flagNoData = True
             class JRODataWriter(Reader):
                 """
                 Esta clase permite escribir datos a archivos procesados (.r o ,pdata). La escritura
                 de los datos siempre se realiza por bloques.
                 """
                 setFile = None
                 profilesPerBlock = None
                 blocksPerFile = None
                 nWriteBlocks = 0
                 fileDate = None
                 def __init__(self, dataOut=None):
                     raise NotImplementedError
                 def hasAllDataInBuffer(self):
                     raise NotImplementedError
                 def setBlockDimension(self):
                     raise NotImplementedError
                 def writeBlock(self):
                     raise NotImplementedError
                 def putData(self):
                     raise NotImplementedError
                 def getDtypeWidth(self):
                     dtype_index = get_dtype_index(self.dtype)
                     dtype_width = get_dtype_width(dtype_index)
                     return dtype_width
                 def getProcessFlags(self):
                     processFlags = 0
                     dtype_index = get_dtype_index(self.dtype)
                     procflag_dtype = get_procflag_dtype(dtype_index)
                     processFlags += procflag_dtype
                     if self.dataOut.flagDecodeData:
                         processFlags += PROCFLAG.DECODE_DATA
                     if self.dataOut.flagDeflipData:
                         processFlags += PROCFLAG.DEFLIP_DATA
                     if self.dataOut.code is not None:
                         processFlags += PROCFLAG.DEFINE_PROCESS_CODE
                     if self.dataOut.nCohInt > 1:
                         processFlags += PROCFLAG.COHERENT_INTEGRATION
                     if self.dataOut.type == "Spectra":
                         if self.dataOut.nIncohInt > 1:
                             processFlags += PROCFLAG.INCOHERENT_INTEGRATION
                         if self.dataOut.data_dc is not None:
                             processFlags += PROCFLAG.SAVE_CHANNELS_DC
                         if self.dataOut.flagShiftFFT:
                             processFlags += PROCFLAG.SHIFT_FFT_DATA
                     return processFlags
                 def setBasicHeader(self):
                     self.basicHeaderObj.size = self.basicHeaderSize  # bytes
                     self.basicHeaderObj.version = self.versionFile
                     self.basicHeaderObj.dataBlock = self.nTotalBlocks
                     utc = numpy.floor(self.dataOut.utctime)
                     milisecond = (self.dataOut.utctime - utc) * 1000.0
                     self.basicHeaderObj.utc = utc
                     self.basicHeaderObj.miliSecond = milisecond
                     self.basicHeaderObj.timeZone = self.dataOut.timeZone
                     self.basicHeaderObj.dstFlag = self.dataOut.dstFlag
                     self.basicHeaderObj.errorCount = self.dataOut.errorCount
                 def setFirstHeader(self):
                     """
                     Obtiene una copia del First Header
                     Affected:
                         self.basicHeaderObj
                         self.systemHeaderObj
                         self.radarControllerHeaderObj
                         self.processingHeaderObj self.
                     Return:
                         None
                     """
                     raise NotImplementedError
                 def __writeFirstHeader(self):
                     """
                     Escribe el primer header del file es decir el Basic header y el Long header (SystemHeader, RadarControllerHeader, ProcessingHeader)
                     Affected:
                         __dataType
                     Return:
                         None
                     """
             #        CALCULAR PARAMETROS
                     sizeLongHeader = self.systemHeaderObj.size + \
                         self.radarControllerHeaderObj.size + self.processingHeaderObj.size
                     self.basicHeaderObj.size = self.basicHeaderSize + sizeLongHeader
                     self.basicHeaderObj.write(self.fp)
                     self.systemHeaderObj.write(self.fp)
                     self.radarControllerHeaderObj.write(self.fp)
                     self.processingHeaderObj.write(self.fp)
                 def __setNewBlock(self):
                     """
                     Si es un nuevo file escribe el First Header caso contrario escribe solo el Basic Header
                     Return:
 :    si no pudo escribir nada
 :    Si escribio el Basic el First Header
                     """
                     if self.fp == None:
                         self.setNextFile()
                     if self.flagIsNewFile:
                         return 1
                     if self.blockIndex < self.processingHeaderObj.dataBlocksPerFile:
                         self.basicHeaderObj.write(self.fp)
                         return 1
                     if not(self.setNextFile()):
                         return 0
                     return 1
                 def writeNextBlock(self):
                     """
                     Selecciona el bloque siguiente de datos y los escribe en un file
                     Return:
 :    Si no hizo pudo escribir el bloque de datos
 :    Si no pudo escribir el bloque de datos
                     """
                     if not(self.__setNewBlock()):
                         return 0
                     self.writeBlock()
                     print("[Writing] Block No. %d/%d" % (self.blockIndex,
                                                          self.processingHeaderObj.dataBlocksPerFile))
                     return 1
                 def setNextFile(self):
                     """Determina el siguiente file que sera escrito
                     Affected:
                         self.filename
                         self.subfolder
                         self.fp
                         self.setFile
                         self.flagIsNewFile
                     Return:
 :    Si el archivo no puede ser escrito
 :    Si el archivo esta listo para ser escrito
                     """
                     ext = self.ext
                     path = self.path
                     if self.fp != None:
                         self.fp.close()
                     if not os.path.exists(path):
                         os.mkdir(path)
                     timeTuple = time.localtime(self.dataOut.utctime)
                     subfolder = 'd%4.4d%3.3d' % (timeTuple.tm_year, timeTuple.tm_yday)
                     fullpath = os.path.join(path, subfolder)
                     setFile = self.setFile
                     if not(os.path.exists(fullpath)):
                         os.mkdir(fullpath)
                         setFile = -1  # inicializo mi contador de seteo
                     else:
                         filesList = os.listdir(fullpath)
                         if len(filesList) > 0:
                             filesList = sorted(filesList, key=str.lower)
                             filen = filesList[-1]
                             # el filename debera tener el siguiente formato
                             # 0 1234 567 89A BCDE (hex)
                             # x YYYY DDD SSS .ext
                             if isNumber(filen[8:11]):
                                 # inicializo mi contador de seteo al seteo del ultimo file
                                 setFile = int(filen[8:11])
                             else:
                                 setFile = -1
                         else:
                             setFile = -1  # inicializo mi contador de seteo
                     setFile += 1
                     # If this is a new day it resets some values
                     if self.dataOut.datatime.date() > self.fileDate:
                         setFile = 0
                         self.nTotalBlocks = 0
                     filen = '{}{:04d}{:03d}{:03d}{}'.format(
                             self.optchar, timeTuple.tm_year, timeTuple.tm_yday, setFile, ext)
                     filename = os.path.join(path, subfolder, filen)
                     fp = open(filename, 'wb')
                     self.blockIndex = 0
                     self.filename = filename
                     self.subfolder = subfolder
                     self.fp = fp
                     self.setFile = setFile
                     self.flagIsNewFile = 1
                     self.fileDate = self.dataOut.datatime.date()
                     self.setFirstHeader()
                     print('[Writing] Opening file: %s' % self.filename)
                     self.__writeFirstHeader()
                     return 1
                 def setup(self, dataOut, path, blocksPerFile, profilesPerBlock=64, set=None, ext=None, datatype=4):
                     """
                     Setea el tipo de formato en la cual sera guardada la data y escribe el First Header
                     Inputs:
                         path                :    directory where data will be saved
                         profilesPerBlock    :    number of profiles per block
                         set                 :    initial file set
                         datatype            :    An integer number that defines data type:
 : int8  (1 byte)
 : int16 (2 bytes)
 : int32 (4 bytes)
 : int64 (8 bytes)
 : float32 (4 bytes)
 : double64 (8 bytes)
                     Return:
 :    Si no realizo un buen seteo
 :    Si realizo un buen seteo
                     """
                     if ext == None:
                         ext = self.ext
                     self.ext = ext.lower()
                     self.path = path
                     if set is None:
                         self.setFile = -1
                     else:
                         self.setFile = set - 1
                     self.blocksPerFile = blocksPerFile
                     self.profilesPerBlock = profilesPerBlock
                     self.dataOut = dataOut
                     self.fileDate = self.dataOut.datatime.date()
                     self.dtype = self.dataOut.dtype
                     if datatype is not None:
                         self.dtype = get_numpy_dtype(datatype)
                     if not(self.setNextFile()):
                         print("[Writing] There isn't a next file")
                         return 0
                     self.setBlockDimension()
                     return 1
                 def run(self, dataOut, path, blocksPerFile=100, profilesPerBlock=64, set=None, ext=None, datatype=4, **kwargs):
                     if not(self.isConfig):
                         self.setup(dataOut, path, blocksPerFile, profilesPerBlock=profilesPerBlock,
                                    set=set, ext=ext, datatype=datatype, **kwargs)
                         self.isConfig = True
                     self.dataOut = dataOut
                     self.putData()
                     return self.dataOut
             @MPDecorator
             class printInfo(Operation):
                 def __init__(self):
                     Operation.__init__(self)
                     self.__printInfo = True
                 def run(self, dataOut, headers=['systemHeaderObj', 'radarControllerHeaderObj', 'processingHeaderObj']):
                     if self.__printInfo == False:
                         return
                     for header in headers:
                         if hasattr(dataOut, header):
                             obj = getattr(dataOut, header)
                             if hasattr(obj, 'printInfo'):
                                 obj.printInfo()
                             else:
                                 print(obj)
                         else:
                             log.warning('Header {} Not found in object'.format(header))
                     self.__printInfo = False

schainpy/model/io/jroIO_voltage.py +12 -5

             '''
             Created on Jul 2, 2014
             @author: roj-idl71
             '''
             import numpy
             from .jroIO_base import LOCALTIME, JRODataReader, JRODataWriter
             from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation, MPDecorator
             from schainpy.model.data.jroheaderIO import PROCFLAG, BasicHeader, SystemHeader, RadarControllerHeader, ProcessingHeader
             from schainpy.model.data.jrodata import Voltage
             class VoltageReader(JRODataReader, ProcessingUnit):
                 """
                 Esta clase permite leer datos de voltage desde archivos en formato rawdata (.r). La lectura
                 de los datos siempre se realiza por bloques. Los datos leidos (array de 3 dimensiones:
                 perfiles*alturas*canales) son almacenados en la variable "buffer".
                                          perfiles * alturas * canales
                 Esta clase contiene instancias (objetos) de las clases BasicHeader, SystemHeader,
                 RadarControllerHeader y Voltage. Los tres primeros se usan para almacenar informacion de la
                 cabecera de datos (metadata), y el cuarto (Voltage) para obtener y almacenar un perfil de
                 datos desde el "buffer" cada vez que se ejecute el metodo "getData".
                 Example:
                     dpath = "/home/myuser/data"
                     startTime = datetime.datetime(2010,1,20,0,0,0,0,0,0)
                     endTime = datetime.datetime(2010,1,21,23,59,59,0,0,0)
                     readerObj = VoltageReader()
                     readerObj.setup(dpath, startTime, endTime)
                     while(True):
                         #to get one profile
                         profile =  readerObj.getData()
                         #print the profile
                         print profile
                         #If you want to see all datablock
                         print readerObj.datablock
                         if readerObj.flagNoMoreFiles:
                             break
                 """
                 def __init__(self):
                     """
                     Inicializador de la clase VoltageReader para la lectura de datos de voltage.
                     Input:
                         dataOut    :    Objeto de la clase Voltage. Este objeto sera utilizado para
                                           almacenar un perfil de datos cada vez que se haga un requerimiento
                                           (getData). El perfil sera obtenido a partir del buffer de datos,
                                           si el buffer esta vacio se hara un nuevo proceso de lectura de un
                                           bloque de datos.
                                           Si este parametro no es pasado se creara uno internamente.
                     Variables afectadas:
                         self.dataOut
                     Return:
                         None
                     """
                     ProcessingUnit.__init__(self)
                     self.ext = ".r"
                     self.optchar = "D"
                     self.basicHeaderObj = BasicHeader(LOCALTIME)
                     self.systemHeaderObj = SystemHeader()
                     self.radarControllerHeaderObj = RadarControllerHeader()
                     self.processingHeaderObj = ProcessingHeader()
                     self.lastUTTime = 0
                     self.profileIndex = 2 ** 32 - 1
                     self.dataOut = Voltage()
                     self.selBlocksize = None
                     self.selBlocktime = None
                     ##print("1--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                 def createObjByDefault(self):
                     ##print("2--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     dataObj = Voltage()
                     return dataObj
                 def __hasNotDataInBuffer(self):
                     ##print("3--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     if self.profileIndex >= self.processingHeaderObj.profilesPerBlock * self.nTxs:
                         return 1
                     return 0
                 def getBlockDimension(self):
                     """
                         Obtiene la cantidad de puntos a leer por cada bloque de datos
                         Affected:
                             self.blocksize
                         Return:
                             None
                     """
                     ##print("4--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     pts2read = self.processingHeaderObj.profilesPerBlock * \
                         self.processingHeaderObj.nHeights * self.systemHeaderObj.nChannels
                     self.blocksize = pts2read
                 def readBlock(self):
                     """
                         readBlock lee el bloque de datos desde la posicion actual del puntero del archivo
                         (self.fp) y actualiza todos los parametros relacionados al bloque de datos
                         (metadata + data). La data leida es almacenada en el buffer y el contador del buffer
                         es seteado a 0
                         Inputs:
                             None
                         Return:
                             None
                         Affected:
                             self.profileIndex
                             self.datablock
                             self.flagIsNewFile
                             self.flagIsNewBlock
                             self.nTotalBlocks
                         Exceptions:
                             Si un bloque leido no es un bloque valido
                     """
                     ##print("5--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     # if self.server is not None:
                     #     self.zBlock = self.receiver.recv()
                     #     self.zHeader = self.zBlock[:24]
                     #     self.zDataBlock = self.zBlock[24:]
                     #     junk = numpy.fromstring(self.zDataBlock, numpy.dtype([('real','<i4'),('imag','<i4')]))
                     #     self.processingHeaderObj.profilesPerBlock = 240
                     #     self.processingHeaderObj.nHeights = 248
                     #     self.systemHeaderObj.nChannels
                     # else:
                     current_pointer_location = self.fp.tell()
                     junk = numpy.fromfile(self.fp, self.dtype, self.blocksize)
                     try:
                         junk = junk.reshape((self.processingHeaderObj.profilesPerBlock,
                                              self.processingHeaderObj.nHeights, self.systemHeaderObj.nChannels))
                     except:
                         # print "The read block (%3d) has not enough data" %self.nReadBlocks
                         if self.waitDataBlock(pointer_location=current_pointer_location):
                             junk = numpy.fromfile(self.fp, self.dtype, self.blocksize)
                             junk = junk.reshape((self.processingHeaderObj.profilesPerBlock,
                                                  self.processingHeaderObj.nHeights, self.systemHeaderObj.nChannels))
                     #             return 0
                     # Dimensions : nChannels, nProfiles, nSamples
                     junk = numpy.transpose(junk, (2, 0, 1))
                     self.datablock = junk['real'] + junk['imag'] * 1j
                     self.profileIndex = 0
                     self.flagIsNewFile = 0
                     self.flagIsNewBlock = 1
                     self.nTotalBlocks += 1
                     self.nReadBlocks += 1
                     return 1
                 def getFirstHeader(self):
                     ##print("6--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     self.getBasicHeader()
                     self.dataOut.processingHeaderObj = self.processingHeaderObj.copy()
                     self.dataOut.systemHeaderObj = self.systemHeaderObj.copy()
                     self.dataOut.radarControllerHeaderObj = self.radarControllerHeaderObj.copy()
                     #self.dataOut.ippSeconds_general=self.radarControllerHeaderObj.ippSeconds
                     #print(self.nTxs)
                     if self.nTxs > 1:
                         #print(self.radarControllerHeaderObj.ippSeconds)
                         self.dataOut.radarControllerHeaderObj.ippSeconds = self.radarControllerHeaderObj.ippSeconds / self.nTxs
                         #print(self.radarControllerHeaderObj.ippSeconds)
                     # Time interval and code are propierties of dataOut. Its value depends of radarControllerHeaderObj.
                     #         self.dataOut.timeInterval = self.radarControllerHeaderObj.ippSeconds * self.processingHeaderObj.nCohInt
                     #
                     #         if self.radarControllerHeaderObj.code is not None:
                     #
                     #             self.dataOut.nCode = self.radarControllerHeaderObj.nCode
                     #
                     #             self.dataOut.nBaud = self.radarControllerHeaderObj.nBaud
                     #
                     #             self.dataOut.code = self.radarControllerHeaderObj.code
                     self.dataOut.dtype = self.dtype
                     self.dataOut.nProfiles = self.processingHeaderObj.profilesPerBlock
                     self.dataOut.heightList = numpy.arange(
                         self.processingHeaderObj.nHeights) * self.processingHeaderObj.deltaHeight + self.processingHeaderObj.firstHeight
                     self.dataOut.channelList = list(range(self.systemHeaderObj.nChannels))
                     self.dataOut.nCohInt = self.processingHeaderObj.nCohInt
                     # asumo q la data no esta decodificada
                     self.dataOut.flagDecodeData = self.processingHeaderObj.flag_decode
                     # asumo q la data no esta sin flip
                     self.dataOut.flagDeflipData = self.processingHeaderObj.flag_deflip
                     self.dataOut.flagShiftFFT = self.processingHeaderObj.shif_fft
                 def reshapeData(self):
                     ##print("7--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     if self.nTxs < 0:
                         return
                     if self.nTxs == 1:
                         return
                     if self.nTxs < 1 and self.processingHeaderObj.profilesPerBlock % (1. / self.nTxs) != 0:
                         raise ValueError("1./nTxs (=%f), should be a multiple of nProfiles (=%d)" % (
 . / self.nTxs, self.processingHeaderObj.profilesPerBlock))
                     if self.nTxs > 1 and self.processingHeaderObj.nHeights % self.nTxs != 0:
                         raise ValueError("nTxs (=%d), should be a multiple of nHeights (=%d)" % (
                             self.nTxs, self.processingHeaderObj.nHeights))
                     self.datablock = self.datablock.reshape(
                         (self.systemHeaderObj.nChannels, self.processingHeaderObj.profilesPerBlock * self.nTxs, int(self.processingHeaderObj.nHeights / self.nTxs)))
                     self.dataOut.nProfiles = self.processingHeaderObj.profilesPerBlock * self.nTxs
                     self.dataOut.heightList = numpy.arange(self.processingHeaderObj.nHeights / self.nTxs) * \
                         self.processingHeaderObj.deltaHeight + self.processingHeaderObj.firstHeight
                     self.dataOut.radarControllerHeaderObj.ippSeconds = self.radarControllerHeaderObj.ippSeconds / self.nTxs
                     return
                 def readFirstHeaderFromServer(self):
                     ##print("8--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     self.getFirstHeader()
                     self.firstHeaderSize = self.basicHeaderObj.size
                     datatype = int(numpy.log2((self.processingHeaderObj.processFlags &
                                                PROCFLAG.DATATYPE_MASK)) - numpy.log2(PROCFLAG.DATATYPE_CHAR))
                     if datatype == 0:
                         datatype_str = numpy.dtype([('real', '<i1'), ('imag', '<i1')])
                     elif datatype == 1:
                         datatype_str = numpy.dtype([('real', '<i2'), ('imag', '<i2')])
                     elif datatype == 2:
                         datatype_str = numpy.dtype([('real', '<i4'), ('imag', '<i4')])
                     elif datatype == 3:
                         datatype_str = numpy.dtype([('real', '<i8'), ('imag', '<i8')])
                     elif datatype == 4:
                         datatype_str = numpy.dtype([('real', '<f4'), ('imag', '<f4')])
                     elif datatype == 5:
                         datatype_str = numpy.dtype([('real', '<f8'), ('imag', '<f8')])
                     else:
                         raise ValueError('Data type was not defined')
                     self.dtype = datatype_str
                     # self.ippSeconds = 2 * 1000 * self.radarControllerHeaderObj.ipp / self.c
                     self.fileSizeByHeader = self.processingHeaderObj.dataBlocksPerFile * self.processingHeaderObj.blockSize + \
                         self.firstHeaderSize + self.basicHeaderSize * \
                         (self.processingHeaderObj.dataBlocksPerFile - 1)
                     #        self.dataOut.channelList = numpy.arange(self.systemHeaderObj.numChannels)
                     #        self.dataOut.channelIndexList = numpy.arange(self.systemHeaderObj.numChannels)
                     self.getBlockDimension()
                 def getFromServer(self):
                     ##print("9--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     self.flagDiscontinuousBlock = 0
                     self.profileIndex = 0
                     self.flagIsNewBlock = 1
                     self.dataOut.flagNoData = False
                     self.nTotalBlocks += 1
                     self.nReadBlocks += 1
                     self.blockPointer = 0
                     block = self.receiver.recv()
                     self.basicHeaderObj.read(block[self.blockPointer:])
                     self.blockPointer += self.basicHeaderObj.length
                     self.systemHeaderObj.read(block[self.blockPointer:])
                     self.blockPointer += self.systemHeaderObj.length
                     self.radarControllerHeaderObj.read(block[self.blockPointer:])
                     self.blockPointer += self.radarControllerHeaderObj.length
                     self.processingHeaderObj.read(block[self.blockPointer:])
                     self.blockPointer += self.processingHeaderObj.length
                     self.readFirstHeaderFromServer()
                     timestamp = self.basicHeaderObj.get_datatime()
-                    print('[Reading] - Block {} - {}'.format(self.nTotalBlocks, timestamp))
+                    print('[Receiving] - Block {} - {}'.format(self.nTotalBlocks, timestamp))
+                    if self.nTotalBlocks == self.processingHeaderObj.dataBlocksPerFile:
+                        self.nTotalBlocks = 0
+                        self.nReadBlocks = 0
+                        print('Receiving the next stream...')
                     current_pointer_location = self.blockPointer
                     junk = numpy.fromstring(
                         block[self.blockPointer:], self.dtype, self.blocksize)
                     try:
                         junk = junk.reshape((self.processingHeaderObj.profilesPerBlock,
                                              self.processingHeaderObj.nHeights, self.systemHeaderObj.nChannels))
                     except:
                         # print "The read block (%3d) has not enough data" %self.nReadBlocks
                         if self.waitDataBlock(pointer_location=current_pointer_location):
                             junk = numpy.fromstring(
                                 block[self.blockPointer:], self.dtype, self.blocksize)
                             junk = junk.reshape((self.processingHeaderObj.profilesPerBlock,
                                                  self.processingHeaderObj.nHeights, self.systemHeaderObj.nChannels))
                     #               return 0
                     # Dimensions : nChannels, nProfiles, nSamples
                     junk = numpy.transpose(junk, (2, 0, 1))
                     self.datablock = junk['real'] + junk['imag'] * 1j
                     self.profileIndex = 0
                     if self.selBlocksize == None:
                         self.selBlocksize = self.dataOut.nProfiles
                     if self.selBlocktime != None:
                         if self.dataOut.nCohInt is not None:
                             nCohInt = self.dataOut.nCohInt
                         else:
                             nCohInt = 1
                         self.selBlocksize = int(self.dataOut.nProfiles * round(self.selBlocktime / (
                             nCohInt * self.dataOut.ippSeconds * self.dataOut.nProfiles)))
                     self.dataOut.data = self.datablock[:,
                                                        self.profileIndex:self.profileIndex + self.selBlocksize, :]
                     datasize = self.dataOut.data.shape[1]
                     if datasize < self.selBlocksize:
                         buffer = numpy.zeros(
                             (self.dataOut.data.shape[0], self.selBlocksize, self.dataOut.data.shape[2]), dtype='complex')
                         buffer[:, :datasize, :] = self.dataOut.data
                         self.dataOut.data = buffer
                         self.profileIndex = blockIndex
                     self.dataOut.flagDataAsBlock = True
                     self.flagIsNewBlock = 1
                     self.dataOut.realtime = self.online
                     return self.dataOut.data
                 def getData(self):
                     """
                         getData obtiene una unidad de datos del buffer de lectura, un perfil,  y la copia al objeto self.dataOut
                         del tipo "Voltage" con todos los parametros asociados a este (metadata). cuando no hay datos
                         en el buffer de lectura es necesario hacer una nueva lectura de los bloques de datos usando
                         "readNextBlock"
                         Ademas incrementa el contador del buffer "self.profileIndex" en 1.
                         Return:
                             Si el flag self.getByBlock ha sido seteado el bloque completo es copiado a self.dataOut y el self.profileIndex
                             es igual al total de perfiles leidos desde el archivo.
                             Si self.getByBlock == False:
                                 self.dataOut.data = buffer[:, thisProfile, :]
                                 shape = [nChannels, nHeis]
                             Si self.getByBlock == True:
                                 self.dataOut.data = buffer[:, :, :]
                                 shape = [nChannels, nProfiles, nHeis]
                         Variables afectadas:
                             self.dataOut
                             self.profileIndex
                         Affected:
                             self.dataOut
                             self.profileIndex
                             self.flagDiscontinuousBlock
                             self.flagIsNewBlock
                     """
                     ##print("10--OKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK")
                     if self.flagNoMoreFiles:
                         self.dataOut.flagNoData = True
                         return 0
                     self.flagDiscontinuousBlock = 0
                     self.flagIsNewBlock = 0
                     if self.__hasNotDataInBuffer():
                         if not(self.readNextBlock()):
                             return 0
                         self.getFirstHeader()
                         self.reshapeData()
                     if self.datablock is None:
                         self.dataOut.flagNoData = True
                         return 0
                     if not self.getByBlock:
                         """
                             Return profile by profile
                             If nTxs > 1 then one profile is divided by nTxs and number of total
                             blocks is increased by nTxs (nProfiles *= nTxs)
                         """
                         self.dataOut.flagDataAsBlock = False
                         self.dataOut.data = self.datablock[:, self.profileIndex, :]
                         self.dataOut.profileIndex = self.profileIndex
                         self.profileIndex += 1
                     else:
                         """
                             Return a block
                         """
                         if self.selBlocksize == None:
                             self.selBlocksize = self.dataOut.nProfiles
                         if self.selBlocktime != None:
                             if self.dataOut.nCohInt is not None:
                                 nCohInt = self.dataOut.nCohInt
                             else:
                                 nCohInt = 1
                             self.selBlocksize = int(self.dataOut.nProfiles * round(self.selBlocktime / (
                                 nCohInt * self.dataOut.ippSeconds * self.dataOut.nProfiles)))
                         self.dataOut.data = self.datablock[:,
                                                            self.profileIndex:self.profileIndex + self.selBlocksize, :]
                         self.profileIndex += self.selBlocksize
                         datasize = self.dataOut.data.shape[1]
                         if datasize < self.selBlocksize:
                             buffer = numpy.zeros(
                                 (self.dataOut.data.shape[0], self.selBlocksize, self.dataOut.data.shape[2]), dtype='complex')
                             buffer[:, :datasize, :] = self.dataOut.data
                             while datasize < self.selBlocksize:  # Not enough profiles to fill the block
                                 if not(self.readNextBlock()):
                                     return 0
                                 self.getFirstHeader()
                                 self.reshapeData()
                                 if self.datablock is None:
                                     self.dataOut.flagNoData = True
                                     return 0
                                 # stack data
                                 blockIndex = self.selBlocksize - datasize
                                 datablock1 = self.datablock[:, :blockIndex, :]
                                 buffer[:, datasize:datasize +
                                        datablock1.shape[1], :] = datablock1
                                 datasize += datablock1.shape[1]
                             self.dataOut.data = buffer
                             self.profileIndex = blockIndex
                         self.dataOut.flagDataAsBlock = True
                         self.dataOut.nProfiles = self.dataOut.data.shape[1]
             #######################DP#######################
                     self.dataOut.CurrentBlock=self.nReadBlocks
                     self.dataOut.LastBlock=self.processingHeaderObj.dataBlocksPerFile
             #######################DP#######################
                     self.dataOut.flagNoData = False
                     #self.getBasicHeader()
                     self.dataOut.realtime = self.online
                     return self.dataOut.data
             @MPDecorator
             class VoltageWriter(JRODataWriter, Operation):
                 """
                 Esta clase permite escribir datos de voltajes a archivos procesados (.r). La escritura
                 de los datos siempre se realiza por bloques.
                 """
                 ext = ".r"
                 optchar = "D"
                 shapeBuffer = None
                 def __init__(self):  # , **kwargs):
                     """
                     Inicializador de la clase VoltageWriter para la escritura de datos de espectros.
                     Affected:
                         self.dataOut
                     Return: None
                     """
                     Operation.__init__(self)  # , **kwargs)
                     self.nTotalBlocks = 0
                     self.profileIndex = 0
                     self.isConfig = False
                     self.fp = None
                     self.flagIsNewFile = 1
                     self.blockIndex = 0
                     self.flagIsNewBlock = 0
                     self.setFile = None
                     self.dtype = None
                     self.path = None
                     self.filename = None
                     self.basicHeaderObj = BasicHeader(LOCALTIME)
                     self.systemHeaderObj = SystemHeader()
                     self.radarControllerHeaderObj = RadarControllerHeader()
                     self.processingHeaderObj = ProcessingHeader()
                 def hasAllDataInBuffer(self):
                     if self.profileIndex >= self.processingHeaderObj.profilesPerBlock:
                         return 1
                     return 0
                 def setBlockDimension(self):
                     """
                     Obtiene las formas dimensionales del los subbloques de datos que componen un bloque
                     Affected:
                         self.shape_spc_Buffer
                         self.shape_cspc_Buffer
                         self.shape_dc_Buffer
                     Return: None
                     """
                     self.shapeBuffer = (self.processingHeaderObj.profilesPerBlock,
                                         self.processingHeaderObj.nHeights,
                                         self.systemHeaderObj.nChannels)
                     self.datablock = numpy.zeros((self.systemHeaderObj.nChannels,
                                                   self.processingHeaderObj.profilesPerBlock,
                                                   self.processingHeaderObj.nHeights),
                                                  dtype=numpy.dtype('complex64'))
                 def writeBlock(self):
                     """
                     Escribe el buffer en el file designado
                     Affected:
                         self.profileIndex
                         self.flagIsNewFile
                         self.flagIsNewBlock
                         self.nTotalBlocks
                         self.blockIndex
                     Return: None
                     """
                     data = numpy.zeros(self.shapeBuffer, self.dtype)
                     junk = numpy.transpose(self.datablock, (1, 2, 0))
                     data['real'] = junk.real
                     data['imag'] = junk.imag
                     data = data.reshape((-1))
                     data.tofile(self.fp)
                     self.datablock.fill(0)
                     self.profileIndex = 0
                     self.flagIsNewFile = 0
                     self.flagIsNewBlock = 1
                     self.blockIndex += 1
                     self.nTotalBlocks += 1
             #         print "[Writing] Block = %04d" %self.blockIndex
                 def putData(self):
                     """
                     Setea un bloque de datos y luego los escribe en un file
                     Affected:
                         self.flagIsNewBlock
                         self.profileIndex
                     Return:
 :    Si no hay data o no hay mas files que puedan escribirse
 :    Si se escribio la data de un bloque en un file
                     """
                     if self.dataOut.flagNoData:
                         return 0
                     self.flagIsNewBlock = 0
                     if self.dataOut.flagDiscontinuousBlock:
                         self.datablock.fill(0)
                         self.profileIndex = 0
                         self.setNextFile()
                     if self.profileIndex == 0:
                         self.setBasicHeader()
-                    self.datablock[:, self.profileIndex, :] = self.dataOut.data
+                    if not self.dataOut.flagDataAsBlock:
+                        self.datablock[:, self.profileIndex, :] = self.dataOut.data
-                    self.profileIndex += 1
+                        self.profileIndex += 1
+                    else:
+                        self.datablock[:, :, :] = self.dataOut.data
+                        self.profileIndex = self.processingHeaderObj.profilesPerBlock
                     if self.hasAllDataInBuffer():
                         # if self.flagIsNewFile:
                         self.writeNextBlock()
             #            self.setFirstHeader()
                     return 1
                 def __getBlockSize(self):
                     '''
                     Este metodos determina el cantidad de bytes para un bloque de datos de tipo Voltage
                     '''
                     dtype_width = self.getDtypeWidth()
                     blocksize = int(self.dataOut.nHeights * self.dataOut.nChannels *
                                     self.profilesPerBlock * dtype_width * 2)
                     return blocksize
                 def setFirstHeader(self):
                     """
                     Obtiene una copia del First Header
                     Affected:
                         self.systemHeaderObj
                         self.radarControllerHeaderObj
                         self.dtype
                     Return:
                         None
                     """
                     self.systemHeaderObj = self.dataOut.systemHeaderObj.copy()
                     self.systemHeaderObj.nChannels = self.dataOut.nChannels
                     self.radarControllerHeaderObj = self.dataOut.radarControllerHeaderObj.copy()
                     self.processingHeaderObj.dtype = 0  # Voltage
                     self.processingHeaderObj.blockSize = self.__getBlockSize()
                     self.processingHeaderObj.profilesPerBlock = self.profilesPerBlock
                     self.processingHeaderObj.dataBlocksPerFile = self.blocksPerFile
                     # podria ser 1 o self.dataOut.processingHeaderObj.nWindows
                     self.processingHeaderObj.nWindows = 1
                     self.processingHeaderObj.nCohInt = self.dataOut.nCohInt
                     # Cuando la data de origen es de tipo Voltage
                     self.processingHeaderObj.nIncohInt = 1
                     # Cuando la data de origen es de tipo Voltage
                     self.processingHeaderObj.totalSpectra = 0
                     if self.dataOut.code is not None:
                         self.processingHeaderObj.code = self.dataOut.code
                         self.processingHeaderObj.nCode = self.dataOut.nCode
                         self.processingHeaderObj.nBaud = self.dataOut.nBaud
                     if self.processingHeaderObj.nWindows != 0:
                         self.processingHeaderObj.firstHeight = self.dataOut.heightList[0]
                         self.processingHeaderObj.deltaHeight = self.dataOut.heightList[1] - \
                             self.dataOut.heightList[0]
                         self.processingHeaderObj.nHeights = self.dataOut.nHeights
                         self.processingHeaderObj.samplesWin = self.dataOut.nHeights
                     self.processingHeaderObj.processFlags = self.getProcessFlags()
                     self.setBasicHeader()

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